CURRICULUM VITAE

Norman M. Sadeh 1000 Heberton Street Pittsburgh, PA 15206

www.normsadeh.org Summary

• Internationally renowned computer scientist with significant contributions in areas spanning cybersecurity, online privacy, mobile computing, Internet of Things, artificial intelligence, machine learning, planning & scheduling, automated trading, and supply chain management.

• Successful entrepreneur • Management experience spanning industry, government and education • Enjoys challenging the status-quo and always aiming higher • Good listener • Strong believer in culture of mutual respect, in promoting diversity, and in helping

people reach their full potential Education May 91: Ph.D. in Computer Science, Carnegie Mellon University, Pittsburgh, PA

Major: Artificial Intelligence – Minor with the Business School (GSIA – now Tepper) in Operations Research and Operations Management PhD Dissertation: "Look-ahead Techniques for Micro-opportunistic Job Shop Scheduling" Thesis Committee: Prof. Mark S. Fox (Chair), Prof. Thomas M. Mitchell, Prof. Thomas E. Morton, Prof. Judea Pearl, and Prof. Stephen F. Smith.

May 86: M.Sc. in Computer Science, Univ. of Southern California, Los Angeles, CA Advisor: Prof. Les Gasser

July 85: Ingénieur Civil Physicien (5-year BS/MS degree), The Free University of Brussels, Belgium

Major: Electrical Engineering & Applied Physics Honors: Summa Cum Laude Master Dissertation in Artificial Intelligence: “A Study of Hierarchical Action Planning” (“Etude d’une Génération Hiérarchisée de Plans d’Actions” – in French) – June 1985

Academic Positions Jan.01 – Present: -Professor, School of Computer Science, Carnegie Mellon University.

- Founding Director (2001-present), Mobile Commerce Laboratory (http://www.cs.cmu.edu/~sadeh/mobilecomm.htm) - Founding Director (2001-present) , e-Supply Chain Management Laboratory (http://www.escm.cs.cmu.edu/) -Co-Founder and Co-Director (2003-2013), PhD Program in Societal Computing (http://www.cmu.edu/scs/sc-phd/) -Co-Founder and Co-Director (2012-present), Master’s Program in Privacy Engineering (http://privacy.cs.cmu.edu) -Founding Director (2005-2017), MBA Track in Technology Leadership (now “Technology Strategy and Product Management”) - joint with the Tepper School of Business (http://www.tepper.cmu.edu/mba/mba-programs-coursework/mba-tracks/technology-leadership/index.aspx ) Main affiliations:

§ School of Computer Science § Institute for Software Research § CyLab Security and Privacy Institute § Language Technologies Institute § Human Computer Interaction

Courtesy Appointments: § Heinz College of Management and Public Policy § Tepper School of Business

Summary of Main Accomplishments:

• Research yielded a number of lasting scientific advances and practical technologies, as attested by awards, citation records, and tech transfer contributions

• Launched and managed several new graduate programs

• Launched and managed several high-profile, multi-million dollar research projects

• Successfully transitioned research results into practice

• Contributed to public policy debate in privacy, cybersecurity and AI

Research Areas: Mobile and pervasive computing, cyber security, online privacy, user-oriented machine learning, artificial intelligence, social computing, urban computing, automated trading, supply chain management, stochastic optimization, semantic web technologies, intelligent agents, agent-based computation and modeling, mobile commerce, electronic commerce, internet policy with a particular focus on privacy and cybersecurity policy.

Principal investigator on projects funded by organizations such as NSF, Google, DARPA, AFRL, ARO, Mozilla, IBM, Fujitsu, Boeing, Amazon, Samsung, PNC, HP, SAP, Microsoft, Yahoo, III, Nokia, France Telecom, Pitney Bowes, Nortel, American Express, etc. Several of the techniques and software artifacts resulting from this research have been commercialized (e.g, see Wombat

Security Technologies below), with many others influencing R&D development in industry (e.g. Google and Facebook have explicitly acknowledged the influence of Norman’s research on the design of some of their security and privacy interfaces and settings) as well as policy developments in the US and abroad (e.g. US Federal Trade Commission, California Office of the Attorney General, etc.). Machine learning technology to automatically recognize the state of mobile users while minimizing battery life has influenced technology found in nearly all modern smartphones. Main active research projects:

§ Personalized Privacy Assistants – www.privacyassistant.org - (approx.. $5.5M from DARPA Brandeis and NSF SBE programs with additional funding from Google, Mozilla and Yahoo!)

§ Usable Privacy Policies – www.usableprivacy.org (approx. $4.3M in funding from NSF SaTC program)

§ Automatically Answering People’s Privacy Questions (approx. $1.2M in funding from NSF SaTC)

§ Contextual Integrity: From Theory to Practice (approx., $1.2M in funding from NSF SaTC)

§ Livehoods – www.livehoods.org (approx.. $200k from Tepper/PNC Financial Innovation Center)

May 91 – Dec. 2000 Assistant/Associate Research Professor, The Robotics Institute, School of Computer Science, Carnegie Mellon University, Pittsburgh, PA Co-Founder & Co-Director, Intelligent Coordination and Logistics Laboratory (ICLL) Adjunct Faculty Jan 1999-Dec. 2000. Summary of Main Accomplishments:

• Research yielded a number of lasting scientific advances and practical technologies, as attested by citation records, and outcome of tech transfer activities

• Launched and managed several high-profile research projects

• Successfully transitioned a number of research results into practice

Research Areas: Scheduling, Planning, Supply Chain Management, Intelligent Agents, Agent-based computation and modeling, intelligent manufacturing, Artificial Intelligence, Agent-based computation and modeling, integrated planning and scheduling, intelligent optimization, intelligent workflow management, transportation and logistics planning and scheduling, constrained optimization and constraint satisfaction.

Principal investigator on projects funded by organizations such as Raytheon, IBM, Carnegie Group, the US Army, McDonnell Douglas, NEC, Mitsubishi, Komatsu, and DARPA. Products based on his research have been deployed and commercialized by organizations that include IBM, Raytheon, Mitsubishi, Boeing, Numetrix (eventually acquired by JD Edwards/PeopleSoft/Oracle), ILOG(eventually acquired by IBM), and the US Army (deployment of logistics planning and scheduling software that has been used in many overseas deployments).

Jan. 87 – Apr. 91: Research Assistant, School of Computer Science, Carnegie Mellon University. Agent-based planning & scheduling projects funded by DARPA, McDonnell Douglas and DEC.

Jan. 86 – Dec. 86: Research Assistant, University of Southern California. Design and implementation of agent-based software systems.

Sep. 84 – Jul. 85: Research Assistant, CRIF Research Center, Brussels Free University (Université Libre de Bruxelles). Design and implementation of a novel AI-based task planning system, later used by several research projects in robotics and flexible manufacturing cells.

Visiting Academic Positions Sep. 07 – Aug. 19: Visiting Professor, Computer Science Department, Hong Kong University, Hong

Kong (spending 2 weeks at HKU each year). Sep. 01 – Aug. 04: Visiting Associate Professor, Free University of Amsterdam (Vrije Universiteit

Amsterdam), The Netherlands (spending 1-2 weeks at VUA each year). Entrepreneurship Jun. 08 – Mar. 18: Wombat Security Technologies, Inc. (www.wombatsecurity.com)

Co-Founder, CEO (6/2008-5/2011), Chairman (6/2008-3/2018) and Chief Scientist (6/2011-3/2018). As founding CEO of Wombat, I oversaw the development and launch of what is arguably the most comprehensive and effective suite of anti-phishing training and filtering products available in the marketplace. As the company grew, I recruited key members of the management team, including my replacement as CEO. In my role as Chairman of the Board and Chief Scientist, I remained actively involved in the company, working with the management team on business and technology strategies while continuing to contribute to the development of some of the company’s products. During my tenure at Wombat, we secured two non-dilutive SBIR grants ($1.7M) and raised an additional $12M in capital through angel funding and two VC rounds. In March 2018, we sold Wombat to Proofpoint (NASDAQ:PFPT) for $225M in cash. By the time Wombat was acquired, it had well over 2,000 corporate customers, had been named a clear leader in the Gartner Group’s Magic Quadrant in Security Awareness Computer-Based Training for 4 years (since the inception of Gartner’s Quadrant in this sector), and had been identified as one of the 500 fastest growing companies in North America for three consecutive years in Deloitte’s Technology Fast 500. In May 2018, I was honored with the 2018 Outstanding Entrepreneur of the Year award from the Pittsburgh Venture Capital Association.

2005-2017: As director of the MBA Track in Technology Leadership at CMU, I helped launch

and/or worked with a number of startups, e.g, BlackLocus (acquired by

HomeDepot), FacioMetrics (acquired by Facebook), Near Earth Autonomy, Speck/Airviz, Platypus LLC, Zipano Technologies and another 50 or so startups.

Government Service Jan. 99 – Dec.00: Chief Scientist (“Scientific and Workprogramme Coordinator”), European R&D

initiative in « New Methods of Work and Electronic Commerce » (1999-2002 budget of approx. $600M or EUR550M), Directorate General for the Information Society, European Commission, Brussels.

In charge of coordinating scientific & technical priorities in collaboration with industry and academia across Europe and for providing advice on related policy matters (e.g. European R&D policy, ecommerce & consumer protection, Internet security and privacy, startup financing). Positioned the initiative to address visionary, medium- to high-risk research challenges in areas such as pervasive computing in the workplace, mobile commerce, dynamic value chains, knowledge management in dynamic virtual enterprises, Internet security and privacy. As of December 2000, the initiative had resulted in the launch of over 200 projects with participation of over 1,000 European organizations (industry and research), each project ranging between $2M and $4M with half the funding provided by industry and half by the European Commission. Also:

o Involved in early discussions on critical infrastructure protection with the White House, Dept. of State, Dept. of Energy, DARPA and NSF

o Key contributions to the initial e-Europe 2002 policy initiative (http://europa.eu/legislation_summaries/information_society/strategies/l24226a_en.htm), which coordinated Internet policy across Europe with the aim of promoting broader Internet adoption at a time when Europe was lagging behind the US. This broad-based initiative, which was initially launched in 1999, was endorsed at the Feira Council of EU Heads of States in June 2000 and was later extended in the context of the e-Europe 2005 and i-2010 initiatives.

o Coordinated with DARPA to launch EU-DARPA-W3C research collaboration on the Semantic Web.

Feb.96 – Dec.98: Program Manager, ESPRIT R&D program in information technologies, Directorate General for Industry, European Commission, Brussels.

In charge of a $40M portfolio of R&D projects in electronic commerce, virtual enterprises, human computer interaction, computer integrated manufacturing, educational technologies, and artificial intelligence (e.g. data mining, constraint logic programming, agent technologies).

Other activities included:

• Launch of a EUR13M (approx. $15M) initiative on “Experimental School Environments”(http://europa.eu/rapid/press-release_IP-97-791_en.htm) to develop innovative educational tools and environments for “pre-literate” 4 to 8 year old children. The initiative

was featured in over a hundred press articles, including Time magazine.

• Launch of a approx. $10M long-term research initiative aimed at exploring technological solutions and scenarios to turn the global infrastructure into an open "Universal Information Ecosystem".

• Participation in negotiation with the US on international research cooperation (e.g. agreement signed with NSF in late 1998)

• Launch of a multi-million dollar training initiative aimed at promoting entrepreneurship among European IT researchers

Publication List – as of March 2017 (partial list – a somewhat more complete and up-to-date list available at: https://scholar.google.com/citations?user=X57uzqcAAAAJ&hl=en&oi=ao ) Books

1. W. Ketter, H. La Poutré, N.M. Sadeh, O. Shehory, and W. Walsh (Eds.), “Agent-Mediated Electronic Commerce and Trading Agents Design and Analysis”, LNBIP Series, Vol. 44, Springer, Nov. 2010

2. J. Collins, P. Faratin, S. Parsons, J.A. Rodriguez-Aguilar, N.M. Sadeh, O. Shehory, and E. Sklar (Eds.), “Agent-Mediated Electronic Commerce and Trading Agents Design and Analysis”, LNBIP Series, Vol. 13, Springer, Nov. 2008

3. Han La Poutré, Norman M. Sadeh and Sverker Janson (Eds.), “Agent-Mediated Electronic Commerce: Designing Trading Agents and Mechanisms", LNAI 3937, Springer, Nov. 2006.

4. Norman Sadeh, Mary Jo Dively, Robert Kauffman, Yannis Labrou, Onn Shehory, Rahul Telang and Lorrie Cranor (Eds.), “Proceedings of the Fifth International Conference on Electronic Commerce”, ACM International Conference Proceeding Series, Vol. 50.ACM Press, September 2003. ISBN 1-58113-788-5

5. Padget, J. Shehory, O., Parkes, D., Sadeh, N. and Walsh, W.E. (Eds.), “Agent-Mediated Electronic Commerce: Designing Mechanisms and Systems”, LNAI 2531, Springer, 2002

6. Norman M. Sadeh, "mCommerce: Technologies, Services and Business Models", Wiley, April 2002.

Chapters in Books

7. J. Andrews, M. Benisch, A. Sardinha, and N. Sadeh, “Using Information Gain to Analyze and Fine Tune the Performance of Supply Chain Trading Agents “,in “Agent-Mediated Electronic Commerce: Designing Trading Agents and Mechanisms", LNBIP series, Vol. 13, pp. 182-199, Springer, Dec. 2008.

8. M. Benisch, J. Andrews, and N. Sadeh, “Adaptive Pricing for Customers with Probabilistic Valuations”, in “Agent-Mediated Electronic Commerce: Designing Trading Agents and Mechanisms", Ed. by Maria Fasli, LNAI series, Vol. 4452, pp.132-148, Springer, May 2007.

9. Norman Sadeh, Fabien Gandon and Oh Buyng Kwon, “Ambient Intelligence: The MyCampus Experience”, Chapter 3 in "Ambient Intelligence and Pervasive Computing", Eds. T. Vasilakos and W. Pedrycz, ArTech House, 2006. (Also available as Technical Report CMU-ISRI-05-123, School of Computer Science, Carnegie Mellon University)

10. Norman M. Sadeh, Ting-Chak Chan, Linh Van, OhByung Kwon and Kazuaki Takizawa. “Creating an Open Agent Environment for Context-aware M-Commerce”, in “Agentcities: Challenges in Open Agent Environments”, Ed. by Burg, Dale, Finin, Nakashima, Padgham, Sierra, and Willmott, LNAI, Springer, pp.152-158, 2003

11. Norman M. Sadeh, Yoichiro Nakakuki, and Sam R. Thangiah. "Learning to Recognize (Un)Promising Simulated Annealing Runs: Efficient Search Procedures for Job Shop Scheduling and Vehicle Routing". Ch. 18 in "Meta-Heuristics: Theory & Applications", Ed. by Ibrahim H. Osman and James P. Kelly. Kluwer Academic Publishers, 1996.

12. Norman Sadeh. "Micro-Opportunistic Scheduling: The Micro-Boss Factory Scheduler". Ch. 4 in Intelligent Scheduling, Zweben and Fox (eds), Morgan Kaufmann Publishers, 1994.

13. Norman Sadeh and Mark S. Fox. "Micro- vs. Macro-opportunistic Scheduling", Computer Applications in Production and Engineering, Ed. by G. Doumeingts, J. Browne, and M. Tomljanovich, pp. 651-658, Elsevier Science Publishers B.V. (North Holland), 1991.

Refereed Journal Papers (Accepted or Published)

14. A. Oltramari, D. Piraviperumal, F. Schaub, S. Wilson, N. Sadeh, J. Reidenberg, “PrivOnto: A Semantic Framework for the Analysis of Privacy Policies”, Semantic Web Journal, 2017.

15. F. Schaub, T. Breaux, N. Sadeh, “Crowdsourcing Privacy Policy Analysis: Potential, Challenges and Best Practices”, in IT – Information Technology, Vo. 58, No. 5, pp229-236. Oct. 2016.

16. Acquisti, Adjerid, Balebako, Brandimarte, Cranor, Komanduri, Leon, Sadeh, Schaub, Sleeper, Wang and Wilson, “Nudges for Privacy and Security: Understanding and Assisting Users’ Choices Online,” ACM Computing Surveys. 2017. https://doi.org/10.1145/3054926

17. J. Reidenberg, T.D. Breaux, L.F. Cranor, B. French, A. Grannis, J.T. Graves, F. Liu, A.M. McDonald, T.B. Norton, R. Ramanath, N.C. Russell, N. Sadeh, F. Schaub, “Disagreeable Privacy Policies: Mismatches between Meaning and Users’ Understanding”, Berkeley Law Technology Journal, to appear (2015). An earlier version of this article was presented at the 42nd Research Conference on Communication, Information, and Internet Policy (TPRC’14 – Arlington, VA – Sept. 2014)

18. J. Lin, M. Benisch, N. Sadeh, J. Niu, J. Hong, B. Lu, S. Guo, “A Comparative Study of Location-sharing Privacy Preferences in the US and China”, Journal of Personal and Ubiquitous Computing, 2013. Vol. 17, Issue 4, pp. 697-711.

19. Y. Wang, P.G. Leon, X. Chen, S. Komanduri, G. Norcie, K. Scott, A. Acquisti, L.F. Cranor, N. Sadeh, “From Facebook Regrets to Facebook Privacy Nudges”, The Ohio State Law Journal, The Ohio State University, Vol. 74, pp. 1307-1335, Jan. 2013

20. M. Benisch, P.G. Kelley, N. Sadeh,and L.F. Cranor, “Capturing Location-Privacy Preferences: Quantifying Accuracy and User-Burden Tradeoffs”, Journal of Personal and Ubiquitous Computing. Volume 15 Issue 7, pp. 679-694, October 2011

21. J. Tsai, P.G.Kelley, L.F.Cranor and N.M. Sadeh, “Location Sharing Technologies: Privacy Risks and Controls”, “I/S: A Journal of Law and Policy for the Information Society”, Vol. 6, No. 2, Summer 2010, pp. 119-151.

22. N. Sadeh, J. Hong, L. Cranor, I. Fette, P. Kelley, M. Prabaker, and J. Rao, “Understanding and Capturing People’s Privacy Policies in a Mobile Social Networking Application”, Journal of Personal and Ubiquitous Computing, Vol. 13, No. 6, August 2009.

23. Sardinha, A. Benisch, M., Sadeh, N., Ravichandran, R. Podobnik, V. and Stan, M. ”The 2007 Procurement Challenge: A Competition to Evaluate Mixed Procurement Strategies”, Electronic Commerce Research and Applications, Vol. 8, No. 2, pp. 106-114, March-April 2009

24. M. Benisch, A. Sardinha, J. Andrews, R. Ravichandran, and N. Sadeh, ”CMieux: Adaptive Strategies for Competitive Supply Chain Trading”, Electronic Commerce Research and Applications, Vol. 8, No. 2, pp. 78-90, March-April 2009

25. Sun, J. and Sadeh, N., “Coordinated Selection of Procurement Bids in Finite Capacity Environments”, Electronic Commerce Research and Applications. Vol. 8. No. 6, pp. 291-301, November 2009.

26. Rao, J., Sardinha, A., and Sadeh, N., “A Meta-Control Architecture for Orchestrating Policy Enforcement Across Heterogeneous Information Sources”, Journal of Web Semantics, Eds. L. Kagal, J. Hendler, and T. Berners-Lee, Vol. 7, No. 1, pp. 40-56, Jan. 2009

27. Arunachalam, R. and Sadeh, N., “The Supply Chain Trading Agent Competition”, in Electronic Commerce Research Applications. Vol. 4, No. 1, pp. 66-84. Elsevier, Spring 2005.

28. Gandon, F. and Sadeh, N., “Semantic Web Technologies to Reconcile Privacy and Context Awareness”, Journal of Web Semantics. Vol. 1, No. 3, 2004

29. Bollapragada, R. and Sadeh, N. “Pro-active Scheduling Procedures for Just-in-Time Job Shop Environments, Subject to Machine Failures,” Naval Research Logistics. Vol. 51, No. 7, pp. 1018-1044, September-October 2004.

30. Ramesh Bollapragada and Norman M. Sadeh. “An Empirical Study of Policies to Integrate Reactive Scheduling and Control in Just-in-Time Job Shop Environments”. International Journal of Production Research. Vol. 2, No. 4, pp. 693-718. 2004.

31. Norman M. Sadeh, David W. Hildum, and Dag Kjenstad. "Agent-based e-Supply Chain Decision Support", Journal of Organizational Computing and Electronic Commerce, Vol. 13, No. 3, 2003.

32. Oh Byung Kwon and Norman M. Sadeh, “Applying Case-Based Reasoning to Context-Aware Comparative Shopping”, Decision Support Systems, Vol. 37, No. 2, pp. 199-213. 2003.

33. Norman M. Sadeh, David W. Hildum, Dag Kjenstad, Allen Tseng. "Mascot: An Agent-Based Architecture for Dynamic Supply Chain Creation and Coordination in the Internet Economy". International Journal of Production Planning and Control, Issue on Enterprise Modeling, 2000.

34. Norman M. Sadeh, David W. Hildum, Thomas J. Laliberty, John McA'Nulty, Dag Kjenstad, and Allen Tseng. "A Blackboard Architecture for Integrating Process Planning and Production Scheduling". Concurrent Engineering: Research and Applications, Vol. 6, No. 2, June 1998.

35. Swaminathan, J.M., S.F. Smith, and N.M. Sadeh. "Modeling Supply Chain Dynamics: A Multiagent Approach", Decision Sciences, Vol. 29 (30), pp. 607-632, 1998.

36. N.M. Sadeh, Y. Nakakuki and S. Thangiah. "Learning to Recognize (Un)Promising Simulated Annealing Runs: Efficient Search Procedures for Job Shop Scheduling and Vehicle Routing". Annals of Operations Research, 75, pp.189-208, 1997.

37. N. Sadeh and M.S. Fox. "Variable and Value Ordering Heuristics for the Job Shop Constraint Satisfaction Problem". Artificial Intelligence 86, pp.1-41, 1996.

38. Sadeh, Norman, and Yoichiro Nakakuki. "Focused Simulated Annealing Search: An Application to Job Shop Scheduling". Annals of Operations Research, 60, pp. 77-103, 1996.

39. Norman Sadeh, Katia Sycara, and Yalin Xiong. "Backtracking Techniques for the Job Shop Scheduling Constraint Satisfaction Problem". Artificial Intelligence, 76, pp. 455-480, 1995

40. Norman Sadeh. "Micro-Boss: A Micro-opportunistic Factory Scheduler". Expert Systems with Applications 6, 3, pp. 377-392, July-September 1993.

41. Katia Sycara, Stephen Roth, Norman Sadeh, and Mark S. Fox. "Distributed Constrained Heuristic Search". IEEE Transactions on Systems, Man, and Cybernetics 21, 6 (November/December 1991), 1446-1461.

Refereed Magazine Articles

42. L. Cranor and N. Sadeh, “Privacy Engineering Emerges as a Hot New Career”, IEEE Potentials, Vol. 32, No. 6, pp. 7-9, 2013.

43. N. Sadeh, “Phishing Should Not Be Treated the Same as Common Spam”, ISACA Journal, Vol. 3, June 2013.

44. L. Cranor and N. Sadeh, “A Shortage of Privacy Engineers”, IEEE Security and Privacy, 2013, March –April 2013

45. J. Collins, W. Ketter, and N. Sadeh, “Pushing the limits of rational agents: the Trading Agent Competition for Supply Chain Management”, AI Magazine, Vol. 31, No. 2, Summer 2010. Also available as Technical Report CMU-ISR-09-129.

46. N. M. Sadeh, R. Arunachalam, J. Eriksson, N. Finne and S. Janson, “TAC’03: A Supply Chain Trading Competition”, AI Magazine, Vol. 24, No 1, Spring 2003.

47. E. Schulten, H. Akkermans, N. Guarino, G. Botquin, N. Lopes, M. Dörr, N. Sadeh, “The eCommerce Product Classification Challenge”, IEEE Intelligent Systems Magazine, July/August 2001.

48. C. Sierra, M. Wooldridge, N. Sadeh. "Agent Research and Development in Europe", IEEE Internet Computing, September/October 2000.

49. Norman Sadeh. "Micro-Boss: Dual-Use ARPI Scheduling Technology Helps Improve Manufacturing Performance". IEEE Expert, February 1995.

50. Katia Sycara, Stephen Roth, Norman Sadeh, and Mark S. Fox. "Resource Allocation in Distributed Factory Scheduling". IEEE Expert, Vol. 6, No. 1, pp. 29-40, February 1991.

Refereed Conference/Workshop Papers (Accepted or Published) 51. S. Zimmeck, Z. Wang, L. Zou, R. Iyengar, B. Liu, F. Schaub, S. Wilson, N. Sadeh, S. Bellovin,

and J. Reidenberg, “Automated Analysis of Privacy Requirements for Mobile Apps”, in Proceedings of Networks and Distributed System Security Symposium (NDSS’17), 2017.

52. F. Liu, S. Wilson, F. Schaub, N. Sadeh, “Analyzing Vocabulary Intersections of Expert Annotations and Topic Models for Data Practices in Privacy Policies”, in Proc. of AAAI Fall Symposium on Privacy and Language Technologies, November 2016

53. KM Sathyendra, F. Schaub, S. Wilson and N. Sadeh, “Automatic Extraction of Opt-Out Choices from Privacy Policies”, in Proc. of AAAI Fall Symposium on Privacy and Language Technologies, November 2016

54. S. Wilson, F. Schaub, A. Dara, F. Liu, S. Cherivarala, PG Leon, M. Schaarup Andersen, S. Zimmeck, K. Sathyendra, N. Cameron Russel, T. Norton, E. Hovy, J. Reidenberg, N. Sadeh, “The Creation and Analysis of a Website Privacy Policy Corpus,” in Proc. of the 54th Annual Meeting of the Association for Computational Linguistics (ACL’16), pp. 1330-1340, Aug. 2016

55. J. Gluck, F. Schaub, A. Friedman, H. Habib, N. Sadeh, LF Cranor, Y. Agarwal, “How Short is Too Short? Implications of Length and Framing on the Effectiveness of Privacy Notices”, in Proc. of the 12th Symposium on Usable Privacy and Security (SOUPS 2016), June 2016. ISBN 978-1-931971-31-7

56. B. Liu, MS Andersen, F. Schaub, H. Almuhimedi, SA Zhang, N. Sadeh, Y. Agarwal, A Acquisti, “Follow My Recommendations: A Personalized Privacy Assistant for Mobile App Permissions”, in Proc. of the 12th Symposium on Usable Privacy and Security (SOUPS 2016), pp. 27-41, June 2016. ISBN 978-1-931971-31-7. SOUPS IAPP Best Paper Award.

57. A. Rao, F. Schaub, N. Sadeh, A. Acquisti, R. Kang, “Expecting the Unexpected: Understanding Mismatched Privacy Expectations Online”, in Proc. of the 12th Symposium on Usable Privacy and Security (SOUPS 2016), June 2016. ISBN 978-1-931971-31-7

58. S. Wilson, F. Schaub, R. Ramanath, N. Sadeh, F. Liu, N.A. Smith, F. Liu, “Crowdsourcing Annotations for Websites’ Privacy Policies: Can It Really Work?”, in Proc. of the 25th International World Wide Web Conference (WWW 2016), Apr. 2016, Montreal, Canada. Best paper award nomination.

59. P.G. Leon, Rao, A. Rao, F. Schaub, A. Marsch, L.F. Cranor, and N. Sadeh, “Privacy and Behavioral Advertising: Towards Meeting Users’ Preferences”, in Prof of Symposium on Usable Privacy and Security (SOUPS), Jul. 2015, Ottawa, Canada

60. F. Liu, J. Flanigan, S. Thomson, N. Sadeh, and N.A. Smith, “Toward Abstractive Summarization Using Semantic Representations”, in Proc. of the Conference of the North American Chapter for Computational Linguistics: Human Language Technologies (NACL’15), June 2015.

61. H. Almuhimedi, F. Schaub, N. Sadeh, I. Adjerid, A. Acquisti, J. Gluck, L. Cranor and Y. Agrawal, “Your Location has been Shared 5,398 Times! A Field Study on Mobile App Privacy Nudging”, in Proceedings of the 33rd annual SIGCHI Conference on Human Factors in Computing Systems (CHI2015). April 2015 (also available as Tech Report CMU-ISR-14-116).

62. M. Sleeper, A. Acquisti, L.F. Cranor, P.G. Kelley, S.A. Munson, N. Sadeh, “I Would Like To…I Shouldn’t…,I Wish I…: Exploring Behavior-Change Goals for Social Networking Sites”, in Proceedings of the 18th ACM Conference on Computer-Supported Cooperative Work and Social Computing (CSCW’15), Vancouver, Canada, March 2015.

63. A. Rao, F. Schaub, N. Sadeh, “What do they know about me? Contents and Concerns of Online Behavioral Profiles,” Sixth ASE International Conference Privacy, Security, Risk and Trust (PASSAT’14), Cambridge, MA December 2014.

64. F. Liu, R. Ramanath, N. Sadeh, and N.A. Smith, “A Step Towards Usable Privacy Policy: Automatic Alignment of Privacy Statements”, in Proc. of the 25th International Conference on Computational Linguistics, Dublin, August 2014.

65. J. Lin, B. Liu, N. Sadeh, and J.I. Hong, “Modeling Users’ Mobile App Privacy Preferences: Restoring Usability in a Sea of Permission Settings”, 2014 ACM Symposium on Usable Security and Privacy (SOUPS 2014), July 2014.

66. R. Ramanath, F. Liu, N. Sadeh, and N.A. Smith, “Unsupervised Alignment of Privacy Policies Using Hidden Markov Models”, in Proc. of the Annual Meeting of the Association for Computational Linguistics (ACL’14), Baltimore, MD, June 2014.

67. J. Cranshaw, K. Luther, P.G. Kelley, N. Sadeh, “The Curated City: Capturing Individual City Guides Through Social Curation”, In Proceedings of the 32nd annual SIGCHI Conference on Human Factors in Computing Systems, CHI2014. April 2014

68. Y. Wang, P.G. Leon, A. Acquisti, L.F. Cranor, A. Forget, and N. Sadeh, “ A Field Trial of Privacy Nudges for Facebook”, In Proceedings of the 32nd annual SIGCHI Conference on Human Factors in Computing Systems, CHI2014. April 2014

69. B. Liu, J. Lin, N. Sadeh, “Reconciling Mobile App Privacy and Usability on Smartphones: Could User Privacy Profiles Help?”, Proceedings of the 23rd International World Wide Web Conference (WWW2014). April 2014

70. S. Wilson, J. Cranshaw, N. Sadeh, A. Acquisti, L. Cranor, J. Springfield, Sae Young Jeong, Arun Balasubramanian, “Privacy Manipulation and Acclimation in a Location Sharing Application”, Proc. of the 15th ACM International Conference on Ubiquitous Computing (Ubicomp2013), Zurich, Switzerland, Sept. 2013

71. B. Fu, J. Lin, Lei Li, C. Faloutsos, J. Hong, N. Sadeh. “Why People Hate Your App – Making Sense of User Feedback in a Mobile App Store”, In Proc. of the 19th ACM SIGKDD Conference on Knowledge, Discovery, and Data Mining (KDD2013), Chicago, IL, Aug. 2013.

72. P. Gage Kelley, L. Cranor, N. Sadeh, “Privacy as Part of the App Decision-Making Process” in Proceedings of the 31st annual SIGCHI Conference on Human Factors in Computing Systems, CHI2013, May 2013

73. Sleeper, Manya, Justin Cranshaw, Patrick Gage Kelley, Blase Ur, Alessandro Acquisti, Lorrie Cranor, Norman Sadeh. "I read my Twitter the next morning and was astonished" A conversational perspective on Twitter regrets. ”, in Proceedings of the 31st annual SIGCHI Conference on Human Factors in Computing Systems, CHI2013, May 2013

74. H. Almuhimedi, S. Wilson, B. Liu, N. Sadeh, A. Acquisti, "Tweets Are Forever: Large-Scale Quantitative Analysis of Deleted Tweets", in Proceedings of the 16th ACM Conference on Computer Supported Cooperative Work and Social Computing (CSCW2013), Feb. 2013.

75. J. Lin, S. Amini, J. Hong, N. Sadeh, J. Lindqvist, J. Zhang, “Expectation and Purpose: Understanding Users’ Mental Models of Mobile App Privacy through Crowdsourcing”, Proc. of the 14th ACM International Conference on Ubiquitous Computing, pp. 501-510, Pittsburgh, USA, Sept. 2012

76. J. Cranshaw, R. Schwartz, J. Hong, N. Sadeh, “The Livehoods Project: Utilizing Social Media to Understand the Dynamics of a City”, in Proc. of the 6th International AAAI Conference on Weblogs and Social Media (ICWSM-12), Dublin, Ireland, June 2012 – best paper award.

77. P. Gage Kelley, S. Consolvo, L. Cranor, J. Jung, N. Sadeh, D. Wetherall, “A Conundrum of Permissions: Installing Applications on an Android Smartphone”, Proc. Of Workshop on Usable Security (USEC2012), collocated with the 16th International Conference on Financial Cryptography and Data Security, March 2012

78. V. Kostakos, J. Venkatanathan, B. Reynolds, N. Sadeh, E. Toch, S. Shaikh, S. Jones, “Who’s Your Best Friend? Targeted Privacy Attacks in Location-Sharing Social Networks”, Proc. of the 13th ACM International Conference on Ubiquitous Computing, Beijing, PRC, Sept. 2011.

79. Justin Cranshaw, Jonathan Mugan, Norman Sadeh, “User-Controllable Learning of Location Privacy Policies with Gaussian Mixture Models”, Proceedings of the 25th AAAI Conference on Artificial Intelligence, AAAI-11, August 2011.

80. Patrick Gage Kelley, Lorrie Cranor, Norman Sadeh, “An Investigation into Facebook Friends Grouping”, Proceedings of the 13th IFIP Conference on Human Computer Interaction (INTERACT), September 2011 – honorable mention for best student paper award.

81. Venkatanathan, J., Ferreira, D., Benisch, M., Lin, J., Karapanos, E., Kostakos, V., Sadeh, N., Toch, E. 2011. Improving Users’ Consistency When Recalling Location-Sharing Preferences. Proceedings of the 13th IFIP Conference on Human Computer Interaction (INTERACT), September 2011

82. Shahriyar Amini, Janne Lindqvist, Jason Hong, Jialiu Lin, Eran Toch, Norman Sadeh, “Caché: Caching Location-Enhanced Content to Improve User Privacy”, Proceedings of the Ninth International Conference on Mobile Systems, Applications and Services (Mobisys 2011), June 2011. Also available as CyLab Technical Report CMU-CyLab-10-019, Dec. 2010.

83. P. Gage Kelley, M. Benisch, L. Cranor and N. Sadeh, “When Are Users Comfortable Sharing Locations with Advertisers”, in Proceedings of the 29th annual SIGCHI Conference on Human Factors in Computing Systems, CHI2011, May 2011. Also available as CMU School of Computer Science Technical Report, CMU-ISR-10-126 and CMU CyLab Tech Report CMU-CyLab-10-017.

84. R. Balebako, P.G. Leon, J. Mugan, A. Acquisti, L.F. Cranor, N. Sadeh, “Nudging Users Towards Privacy on Mobile Devices”, In Proceedings of the Second International Workshop on “Persuasion, Influence, Nudge & Coercion through Mobile Devices” (PNC2011), Co-located with the 2011 ACM Conference on “Human Factors in Computing Systems” (CHI 2011), May 2011

85. J. Niu, J. Guo, Q. Cai, and N. Sadeh, “Predict and Spread: An Efficient Algorithm for Opportunistic Networking”, Proceedings of the 2011 IEEE WCNC Conference, IEEE WCNC 2011. March 2011.

86. J. Cranshaw, E. Toch, J. Hong, A. Kittur, N. Sadeh, "Bridging the Gap Between Physical Location and Online Social Networks", in Proceedings of the Twelfth International Conference on Ubiquitous Computing. Ubicomp 2010

87. E. Toch, J. Cranshaw, P.H. Drielsma, J. Y. Tsai, P. G. Kelley, L. Cranor, J. Hong, N. Sadeh, "Empirical Models of Privacy in Location Sharing", in Proceedings of the Twelfth International Conference on Ubiquitous Computing. Ubicomp 2010

88. Jialiu Lin, Guang Xiang, Jason I. Hong, and Norman Sadeh, "Modeling People’s Place Naming Preferences in Location Sharing", Proc. of the 12th ACM International Conference on Ubiquitous Computing, Copenhagen, Denmark, Sept 26-29, 2010.

89. Karen Tang, Jialiu Lin, Jason Hong, Norman Sadeh, Rethinking Location Sharing: Exploring the Implications of Social-Driven vs. Purpose-Driven Location Sharing. Proc. of the 12th ACM International Conference on Ubiquitous Computing, Copenhagen, Denmark, Sept 26-29, 2010.

90. R. Ravichandran, M. Benisch, P. G. Kelley, and N. Sadeh, “Capturing Social Networking Privacy Preferences: Can Default Policies Help Alleviate Tradeoffs between Expressiveness and User Burden?”, Proceedings of the 2009 Privacy Enhancing Technologies Symposium, August 2009.

91. M. Benisch, N. Sadeh, T. Sandholm, “Methodology for Designing Reasonably Expressive Mechanisms with Application to Ad Auctions“, in Proc. of the 21st International Joint Conference on Artificial Intelligence (IJCAI-09), July 2009

92. Y. Wang, J. Liu, M. Annavaram, Q.A Jacobson, J. Hong, B. Krishnamachari, and N. Sadeh, “A Framework of Energy Efficient Mobile Sensing for Automatic User State Recognition”, Proceedings of the 7th Annual Conference on Mobile Systems, Applications and Services (Mobisys’09), June 2009.

93. J. Tsai, P. Kelley, P. Hankes Drielsma, L. Cranor, J. Hong, N. Sadeh “Who’s Viewed You? The Impact of Feedback in a Mobile Location Applications”, in Proceedings of the 27th annual SIGCHI Conference on Human Factors in Computing Systems (CHI 2009), April 2009.

94. P.G. Kelley, P. Hankes Drielsma, N. Sadeh, and L.F. Cranor, "User-Controllable Learning of Security and Privacy Policies", First ACM Workshop on AISec (AISec'08), ACM CCS 2008 Conference. Oct. 2008

95. M. Benisch, N. Sadeh, T. Sandholm, “The Cost of Inexpressiveness in Advertisement Auctions“, In Proceedings of the 4th Workshop on Ad Auctions, ACM Conference on Electronic Commerce, July 2008

96. M. Benisch, N. Sadeh, and T. Sandholm, “A Theory of Expressiveness in Mechanisms”, in Proc. of the 23rd Conference on Artificial Intelligence, July 2008. An extended version of this article is available as School of Computer Science Technical Report CMU-ISRI-07-122/CMU-CS-07-178, Carnegie Mellon University.

97. M. Prabaker, J. Rao, I. Fette, P. Kelley, L. Cranor, J. Hong and N. Sadeh, Understanding and Capturing People’s Privacy Policies in a People Finder Application”, 2007 Ubicomp Workshop on Privacy, Austria, Sept. 2007.

98. Ian Fette, Norman Sadeh and Anthony Tomasic, “Learning to Detect Phishing Emails”, Proceedings of the 16th International World Wide Web Conference (WWW2007). May 2007.

99. G.B. Davis, M. Benisch, K.M. Carley and N.M. Sadeh, “Factoring Games to Isolate Strategic Interactions”, Proceedings of the 6th International Joint Conference on Autonomous Agents and Multi-Agent Systems (AAMAS-07), May 2007.

100. Sardinha, J. Rao and N. Sadeh, “Enforcing Context-Sensitive Policies in Collaborative Business Environments”. Proceedings of the 1st International Workshop on Security Technologies for Next Generation Collaborative Business Applications (SECOBAP’07). April 2007.

101. J. Cornwell, I. Fette, G. Hsieh, M. Prabaker, J. Rao, K. Tang, K. Vaniea, L. Bauer, L. Cranor, J. Hong, B. McLaren, M. Reiter, N. Sadeh, “User-Controllable Security and Privacy for Pervasive Computing”. Proceedings of the 8th IEEE Workshop on Mobile Computing Systems and Applications (“HotMobile 2007”). Feb. 2007.

102. J. Rao, D. Dimitrov, P. Hofmann and N. Sadeh, A Mixed Initiative Semantic Web Framework for Process Composition, Proceedings of the 5th International Semantic Web Conference, November 2006.

103. M. Benisch, A. Sardinha, J. Andrews, and N. Sadeh, ”CMieux: Competitive Strategies for Supply Chain Trading”, Proceedings of the 8th International Conference on Electronic Commerce (ICEC2006), Aug. 2006.

104. M. Benisch, J. Andrews, and N. Sadeh, “TAC SCM Pricing as a Continuous Knapsack Problem”. Proceedings of the 8th International Conference on Electronic Commerce (ICEC2006), Aug. 2006.

105. J. Rao, D. Dimitrov, P. Hofmann and N. Sadeh, “A Mixed Initiative Framework for Semantic Web Service Discovery and Composition”. In Proceedings of the IEEE International Conference on Web Services (ICWS 2006). September 2006.

106. M. Benisch and N. Sadeh, “Examining Coordination Tradeoffs in Distributed Constraint Satisfaction Problems (DCSPs)”. Proc. of the 5th International Joint Conference on Autonomous and Multiagent Systems (AAMAS06). Hakodate, Japan. May 2006.

107. R. Lin, J. Huang, N. Sadeh, and B. Tsai, “LogiCruncher: A Logistics Planning and Scheduling Decision Support System for Emerging EMS and 3PL Business Practices”. In Proceedings of the 8th International Conference on Enterprise Information Systems, pp.176-181, May 2006, Paphos, Cyprus. An earlier version of this paper was also published in the Proceedings of the 7th Conference on eCommerce and Information Technology organized by the Journal of Global Logistics (Taipei, Taiwan, Dec. 2005)

108. J. Rao and N. Sadeh, “A Semantic Web Framework for Interleaving Policy Reasoning and External Service Discovery”. In Proceedings of the International Conference on Rules and Rule Markup Languages for the Semantic Web (RuleML2005). Springer. November 2005.

109. J. Rao and N. Sadeh, Semantic Web Framework and Meta-Control Model to Enforce Context-Sensitive Policies”. In Proceedings of the ISWC2005 Workshop on “The Semantic Web and Policies”. pp120-127. November 2005.

110. N. Sadeh and J. Rao, “Interleaving Semantic Web Reasoning and Service Discovery to Enforce Context-Sensitive Security and Privacy Policies” in Proc. of the 2005 AAAI Fall Symposium on “Agents and the Semantic Web”. Pp. 93-102. AAAI Press. ISBN 978-1-57735-247-1. Nov. 2005

111. M. Benisch and N. Sadeh. “How (not) to Choose Mediators for Distributed Constraint Satisfaction”, Proceedings of the AAMAS-05 Workshop on “Challenges in the Coordination of Large-Scale Multi-Agent Systems” (LSMAS), July 2005.

112. M. Benisch and N. Sadeh. “Effects of Mediator Selection Strategies for Distributed Constraint Satisfaction”. In Proceedings of the IJCAI-05 Workshop on Distributed Constraint Reasoning, July 2005, pp.60-70.

113. S-C Chou, W-T Hsieh, F. Gandon and N. Sadeh, “Semantic Web Technologies for Context-Aware Museum Tour Guide Applications”, in Proceedings of 2005 International Workshop on Web and Mobile Information Systems (WAMIS05) held at the 19th IEEE International Conference on Advanced Information Networking and Applications. March 2005.

114. R. Arunachalam and N. Sadeh, “The Supply Chain Trading Agent Competition”, in Proc. of the 6th International Conference on Electronic Commerce, pp. 113-120, Delft, The Netherlands. October 2004.

115. Mithun Sheshagiri, Norman Sadeh, Fabien Gandon “Using Semantic Web Services for Context-Aware Applications”, Proceedings of Mobisys2004 Workshop on Context Awareness, June 2004.

116. F. Gandon and N. Sadeh, “Connaissance du Contexte, Confidentialité et Accès Mobiles: une Approche Web Sémantique et Multi-Agents” (in French). In Proceedings of the 2004 «Mobilité et Ubiquité » Conference, pp. 123-130. Sophia Antipolis, France. June 2004. ACM Press.

117. F. Gandon and N. Sadeh, « Gestion de Connaissances Personnelles et Contextuelles et Respect de la Vie Privée » (in French), Proc. of the 15th « Journées Francophones d’Ingénierie des Connaissances » Conference (IC’2004), pp. 5-16, Lyon, France, May 2004.

118. N. Miller, G. Judd, U. Hengartner, F. Gandon, P. Steenkiste, I. H. Meng, M. W. Feng, and Norman Sadeh. “Context-aware computing using a shared contextual information service”. “Hot Spots”, Pervasive 2004, April 2004, Vienna, Advances in Pervasive Computing, Austrian Computer Society (OCG), ISBN 3-85403-176-9, edited by Alois Ferscha, Horst Hoertner and Gabriele Kotsis.

119. Sun, J. and and Sadeh, N. Dynamic Procurement Subject to Temporal and Capacity Constraints, Proceedings of the 37th Annual Hawaii International Confernce on System Sciences (HICSS-37), Computer Society Press, January 2004

120. Gandon, F. and Sadeh, N., “A Semantic eWallet to Reconcile Privacy and Context Awareness”, Proceedings of the Second International Semantic Web Conference (ISWC03), Florida, October 2003

121. Sadeh, N. and and Sun, J., “Multi-Attribute Supply Chain Negotiation: Coordinating Reverse Auctions Subject to Finite Capacity Considerations”, Proceedings of the Fifth International Conference on Electronic Commerce (ICEC2003), ACM Press, Pittsburgh, PA., October 2003.

122. Arunachalam, R. and Sadeh, N., “Design of the Supply Chain Trading Competition”, IJCAI-03 Workshop on “Trading Agent Design and Analysis”, Mexico, August 2003.

123. Sun, J. and Sadeh, N. Coordinating Multi-Attribute Reverse Auctions Subject to Temporal and Capacity Constraints ”, IJCAI-03 Workshop on “Trading Agent Design and Analysis”, Mexico, August 2003.

124. Sadeh, N., “Agent-Based Workflows and Collaborative Supply Chain Decision Support”, Proceedings of the 2003 SAP Innovation Congress, Miami, FL, February 2003

125. Sadeh, N., “Multi-Attribute Supply Chain Negotiation”, Proceedings of the 2003 SAP Innovation Congress, Miami, FL, February 2003

126. Sadeh, N.M., Chan, E., Van, L. Kwon, O, and Takizawa, K., “Creating an Open Agent Environment for Context-Aware m-Commerce”, Proceedings of the 2002 International Conference on Electronic Commerce, Hong Kong, October 2002.

127. Sadeh, N.M., Chan, E., and Van L., “MyCampus: An Agent-Based Environment for Context-Aware Mobile Services”, Proceedings of Workshop on “Ubiquitous Agents on Embedded, Wearable and Mobile Devices”, First International Joint Conference on Autonomous Agents & Multiagent Systems, July 2002, Bologna, Italy.

128. Sadeh, N.M., Chan, E., and Van L., “An Open Agent Environment for Context-Aware m-Commerce”, Proceedings of Workshop on “Agentcities: Challenges in Open Agent Environments”, First International Joint Conference on Autonomous Agents & Multiagent Systems, July 2002, Bologna, Italy.

129. Zobel, R. and Sadeh, N., “eBusiness and eWork: The Challenges Ahead”, eBusiness and eWork 2001 Conference, Venice, October 2001

130. Sadeh, N., “A Semantic Web Environment for Context-Aware Mobile Services”, Wireless World Research Forum, Stockholm, September 2001.

131. Sadeh, N.M, Hildum D.W., Kjenstad D., "Intelligent e-Supply Chain Decision Support", International Conference on Electronic Commerce, Seoul, Korea, August 2000. A variation of this paper also appeared in the proceedings of the IJCAI 2001 Workshop on AI in eCommerce.

132. Sadeh, N.M., Hildum D.W., Kjenstad D. and Tseng, Y. "MASCOT: An Agent-based Architecture for Coordinated Mixed-Initiative Supply Chain Planning and Scheduling",

Proceedings of the First International Conference on Enterprise Modeling held in Verdal, Norway, June 1999.

133. Sadeh, N.M., Hildum D.W., Kjenstad D. and Tseng, Y. " Coordinated Mixed-Initiative Supply Chain Planning and Scheduling", Proceedings of the Autonomous Agents'99 Workshop on "Agents in Electronic Commerce and Managing the Internet-enabled Supply Chain", Seattle, WA, May 1999

134. David W. Hildum, Norman M. Sadeh, Thomas J. Laliberty, John McA'Nulty and Stephen F. Smith and Dag Kjenstad. "Blackboard Agents for Mixed Initiative Management of Integrated Process-Planning/Production-Scheduling Solutions Across the Supply Chain". Proc. of the Ninth Conference on Innovative Applications of Artificial Intelligence (IAAI-97), Providence, RI, July 1997. An improved version of this paper was also presented at the AIPS'98 workshop on "Interactive and Collaborative Planning" held in Pittsburgh, June 1998.

135. Norman M. Sadeh, David W. Hildum, Thomas J. Laliberty, John McA'Nulty, Dag Kjenstad, and Allen Tseng. “Integrating Process Planning and Production Scheduling". in Proceedings of the ASME Design for Manufacturing Conference, Sacramento, CA, September 1997.

136. Norman M. Sadeh, David W. Hildum, Thomas J. Laliberty, John McA'Nulty, Dag Kjenstad, and Allen Tseng. "A Blackboard Architecture for Integrating Process Planning and Production Scheduling". INFORMS conference on Information Systems Technology, San Diego, CA, May 1997.

137. Jayashankar M. Swaminathan, Stephen F. Smith and Norman M. Sadeh. "A Multi-Agent Framework for Modeling Supply Chain Dynamics", SIGMAN "AI in Manufacturing" Workshop, Albuquerque, NM, June 1996.

138. Hildum, D, N. Sadeh, T. Laliberty, S. Smith, J. McA'Nulty, and D. Kjenstad. "Mixed Initiative Management of Integrated Process Planning/Production Scheduling Solutions". SIGMAN "AI in Manufacturing" Workshop, Albuquerque, NM, June 1996.

139. Norman M. Sadeh, Tom Laliberty, Stephen F. Smith and Robert Bryant. "Development of an Integrated Process Planning/Production Scheduling Shell for Agile Manufacturing". Fifth National Agility Conference, Boston, MA, March, 1996.

140. Norman M. Sadeh, Yoichiro Nakakuki, and Sam R. Thangiah. "Learning to Recognize (Un)Promising Simulated Annealing Runs: Efficient Search Procedures for Job Shop Scheduling and Vehicle Routing". in Proceedings of the First Metaheuristics International Conference (MIC-95) held in Breckenridge, CO, 1995.

141. Nakakuki, Yoichiro, and Norman Sadeh. Increasing the Efficiency of Simulated Annealing Search by Learning to Recognize (Un)Promising Runs. Proceedings of the Twelfth National Conference on Artificial Intelligence (AAAI-94), 1994, pp. 1316-1322.

142. Swaminathan, J., S.F. Smith and N.M. Sadeh. Modeling the Dynamics of Supply Chains. Proceedings of the AAAI-94 SIGMAN Workshop, Seattle, WA, August, 1994, pp. 113-122.

143. Norman M. Sadeh. Micro-Boss: Towards a New Generation of Manufacturing Scheduling Shells. Proceedings of the ARPA/Rome Laboratory Knowledge-Based Planning and Scheduling Initiative, Tucson, AZ, Februrary, 1994, pp. 191-203.

144. Chen, S., S. Talukdar and N. Sadeh. Job Shop Scheduling Using Asynchronous Teams of Optimization Agents. Proceedings of the IJCAI-93 Workshop on Knowledge-based Production Planning, Scheduling, and Control, Chambery, France, August, 1993.

145. Sadeh, N.M., S. Otsuka, and R. Schnelbach. Predictive and Reactive Scheduling with the Micro-Boss Production Scheduling and Control System. Proceedings of the IJCAI-93 Workshop on Knowledge-based Production Planning, Scheduling, and Control, Chambery, France, August, 1993.

146. Jayashankar M. Swaminathan, Norman M. Sadeh and Stephen F. Smith "A Knowledge-Based Multi-Agent Simulation Testbed to Support Supply Chain Design and Management Decisions", Proceedings of the IJCAI-93 Workshop on Knowledge-based Production Planning, Scheduling, and Control, Chambery, France, August, 1993

147. Yalin Xiong, Norman Sadeh, and Katia Sycara. Intelligent Backtracking Techniques for Job Shop Scheduling. Proceedings of the Third International Conference on Principles of Knowledge Representation and Reasoning (KR-92), Cambridge, MA, October, 1992, pp. 14-23.

148. Norman Sadeh. The Micro-Boss Factory Scheduler. IPC'91 Conference Proceedings: Integrating People and Technology for Competitive Manufacturing, 1991.

149. Mark S. Fox and Norman Sadeh. Why Is Scheduling Difficult ? A CSP Perspective. Proceedings of the 1990 European Conference on Artificial Intelligence (ECAI-90), 1990.

150. Norman Sadeh, and Mark S. Fox. Variable and Value Ordering Heuristics for Activity-based Job-shop Scheduling. Proceedings of the Fourth International Conference on Expert Systems in Production and Operations Management (ESPOM-90), Hilton Head Island, S.C., May 1990.

151. Katia Sycara, Stephen Roth, Norman Sadeh, and Mark S. Fox. Distributing Production Control”, in Proceedings of the Fourth International Conference on Expert Systems in Production and Operations Management (ESPOM- 90), Hilton Head Island, S.C., May 1990.

152. Katia Sycara, Stephen Roth, Norman Sadeh, and Mark S. Fox. An Investigation into Distributed Constraint-directed Factory Scheduling. Proceedings of the Sixth IEEE Conference on AI Applications (CAIA-90), pp. 94-100, Santa Barbara, CA, March 1990 (Best Paper award)

153. Sycara, K., Roth, S, Sadeh, N., Fox, "Managing Resource Allocation in Multi-Agent Time-Constrained Domains", In Proceedings of the 1990 DARPA Workshop on Innovative Approaches to Planning, Scheduling and Control, San Diego, CA, November 1990.

154. Mark S. Fox, Norman Sadeh, and Can Baykan. Constrained Heuristic Search. Proceedings of the Eleventh International Joint Conference on Artificial Intelligence (IJCAI-89), 1989.

155. Norman Sadeh and Mark S. Fox. Focus of Attention in an Activity-based Scheduler. Proceedings of the NASA Conference on Space Telerobotics, 1989.

156. Norman Sadeh and Mark S. Fox. CORTES: An Exploration into Micro-Opportunistic Job-Shop Scheduling. Workshop on Manufacturing Production Scheduling, IJCAI89 - Detroit, 1989.

Selection of Lightly Refereed Conference/Workshop Papers and Posters

157. B. Liu, M. Shaarup Andersen, F. Schaub, H. Almuhimedi,N. Sadeh, Y. Agarwal, A. Acquisti. “To Deny, or Not to Deny: A Personalized Privacy Assistant for Mobile App Permissions”, 1st Federal Trade Commission PrivacyCon Conference. Jan. 2016.

158. A. Rao, Fl. Schaub, N. Sadeh, and A. Acquisti, “To Expect the Unexpected: Understanding Mismatched Privacy Expectations Online”, 1st Federal Trade Commission PrivacyCon Conference. Jan. 2016.

159. N. Sadeh, P. Gage Kelley, L. Cranor and J.I. Hong. "User-Controllable Location Privacy", First International Workshop on Privacy Management in Mobile Applications, Copenhagen, Denmark, June 2011.

160. E. Toch, J. Cranshaw, P. Hankes Drielsma, J. Springfield, P. Gage Kelley, L. Cranor, J. Hong, N. Sadeh, “Locaccino: A Privacy-Centric Location Sharing Application”, demonstration paper, in Proceedings of the 12th ACM International Conference on Ubiquitous Computing (Ubicomp 2010), Copenhagen, Denmark

161. N. Sadeh, “APIs for User-Controllable Location Privacy”, W3C Workshop on Privacy for Advanced Web APIs”, London, July 2010.

162. Fette, Ian, Sadeh, Norman and Cranor, Lorrie. “Web Security Requirements: A Phishing Perspective”. Position Statement. Proceedings of W3C Workshop on Transparency and Usability of Web Authentication, New York City, March 2006.

163. J. Sun and N. Sadeh, “Dynamic Supply Chain Formation: Integrating Multi-Attribute Reverse Auctions and Finite Capacity Scheduling”, poster paper, ACM eCommerce Conference, San Diego, CA, June 2003.

164. Sadeh, N., Chan, E., Van, L., Kwon O., and Takizawa, K. “A Semantic Web Environment for Context-Aware m-Commerce”, poster paper, ACM eCommerce Conference, San Diego, CA, June 2003.

165. Sadeh, N.M., Chan, E., and Van L., “An Open Agent Environment for Context-Aware m-Commerce”, Bled Electronic Commerce Conference, Bled, Slovenia, June 2002, Invited paper.

166. Norman Sadeh. Artificial Intelligence and Operations Research in Production Management: Some Observations. L'Intelligence Artificielle: Une Discipline et Un Carrefour Interdisciplinaire, Compiègne, France, December, 1992, pp. 119-125. Invited paper. Workshop on Artificial Intelligence and Operations Research. In French.

Selection of Technical Reports 167. P.G. Leon, A. Rao, F. Schaub, A. Marsh, L.F. Cranor, N. Sadeh, “Why People Are (Un)Willing

to Share Information with Online Advertisers”, Tech Report CMU-ISR-15-106, Sch. of Computer Science, Carnegie Mellon Univ., May 2015.

168. S. Karthukeyan, S. Feng, A. Rao, N. Sadeh, “Smartphone Fingerprint Authentication versus PINs: A Usability Study”, CyLab Technical Report CMU-CyLab-14-012, Carnegie Mellon University, July 2014.

169. N. Sadeh, A. Acquisti, T.D. Breaux, L.F. Cranor, A.M. McDonald, J. Reidenberg, N.A. Smith, F. Liu, N.C. Russell, F. Schaub, S. Wilson "The Usable Privacy Policy Project: Combining Crowdsourcing, Machine Learning and Natural Language Processing to Semi-Automatically Answer Those Privacy Questions Users Care About." Tech. report CMU-ISR-13-119, Sch. of Computer Science, Carnegie Mellon Univ.,December 2013

170. N. Sadeh, A. Acquisti, T. D. Breaux, L. F. Cranor, A. M. McDonald, J. Reidenberg, N. A. Smith, F. Liu, N. C. Russell, F. Schaub, S. Wilson, J. T. Graves, P. G. Leon, R. Ramanath, A. Rao, "Towards Usable Privacy Policies: Semi-automatically Extracting Data Practices From Websites' Privacy Policies." SOUPS '14 poster session, Palo Alto, CA, July 2014.

171. Ammar, W., Wilson, S., Sadeh, N., Smith, N. “Automatic Categorization of Privacy Policies: A Pilot Study”. School of Computer Science, Language Technology Institute, Technical Report CMU-LTI-12-019, December 2012

172. J. Mugan, T. Sharma, N. Sadeh, “Understandable Learning of Privacy Preferences Through Default Personas and Suggestions”, Carnegie Mellon University’s School of Computer Science Technical Report CMU-ISR-11-112, August 2011. http://reports-archive.adm.cs.cmu.edu/anon/isr2011/CMU-ISR-11-112.pdf

173. J. Venkatanathan, J. Lin, M. Benisch, D. Ferreira, E. Karapanos, V. Kostakos, N. Sadeh and E. Toch, “Who, when, where: Obfuscation Preferences in Location-Sharing Applications”, CMU Technical Report, CMU-ISR-11-110, June 2011.

174. Jialiu Lin, Jason Hong, and Norman Sadeh, “Understanding People’s Place Naming Preferences in Location Sharing”, CyLab Technical Report CMU-CyLab-09-010, June 2009.

175. Michael Benisch, Perry Chu, Ramprasad Ravichandran, Norman Sadeh and Alberto Sardinha, “The 2009 Supply Chain Trading Agent Competition – Procurement Challenge”, CMU Technical Report CMU-ISR-08-139, January 2009

176. Michael Benisch, Patrick Gage Kelley, Norman Sadeh, Tuomas Sandholm, Lorrie Faith Cranor, Paul Hankes Drielsma, and Janice Tsai. The Impact of Expressiveness on the Effectiveness of Privacy Mechanisms for Location Sharing. CMU Technical Report CMU-ISR-08-141R, December 2008.

177. Sardinha, M. Benisch, J. Andrews and N. Sadeh, “The 2008 Supply Chain Trading Agent Competition – Procurement Challenge”, Technical Report CMU-ISRI-08-101, January 2008.

178. Sardinha, M. Benisch, J. Andrews and N. Sadeh, “The 2007 Supply Chain Trading Agent Competition – Procurement Challenge”, Technical Report CMU-ISRI-07-106, April 2007.

179. M. Benisch, A. Sardinha, J. Andrews, and N. Sadeh, ”CMieux 2005: Design and Analysis of Carnegie Mellon University’s Entry in the Supply Chain Trading Agent Competition”, Technical Report CMU-ISRI-06-104, Institute for Software Research International, Carnegie Mellon University, April 2006.

180. Norman Sadeh, “Semantic Web Technologies for Mobile Context-Aware Services”, Technical Report, AFRL-IF-RS-TR-2006-89, Air Force Research Laboratory, Rome, New York, March 2006.

181. J. Collins, R. Arunachalam, N. Sadeh, J. Eriksson, N. Finne and S. Janson. “The Supply Chain Management Game for the 2006 Trading Agent Competition”, Technical Report CMU-ISRI-05-132, Institute for Software Research International, Carnegie Mellon University, November 2005.

182. M. Benisch, J. Andrews, D. Bangerter, T. Kirchner, B. Tsai and N. Sadeh, "CMieux Supply Chain Trading Analysis and Instrumentation Toolkit ", School of Computer Science, Carnegie Mellon University, Technical Report CMU-ISRI-05-127, Sept. 2005

183. J. Collins, R. Arunachalam, N. Sadeh, J. Eriksson, N. Finne and S. Janson. “The Supply Chain Management Game for the 2005 Trading Agent Competition”, Technical Report CMU-ISRI-04-139, Institute for Software Research International, Carnegie Mellon University, December 2004.

184. R. Arunachalam, N. Sadeh, J. Eriksson, and N. Finne, “The Supply Chain Management Game for the Trading Agent Competition 2004”, Technical Report CMU-ISRI-04-104 and CMU-CS-04-107, School of Computer Science, Carnegie Mellon University, February 2004.

185. R. Arunachalam, N. Sadeh, J. Eriksson, N. Finne and S. Janson, “The Trading Agent Competition Supply Chain Management Game” (specifications of the 2003 Supply Chain Trading Competition), Technical Report CMU-ISRI-03-106, Institute for Software Research International, Carnegie Mellon University, August 2003.

186. J. Sun and N.M. Sadeh. Coordinating Multi-Attribute Reverse Auctions Subject to Finite Capacity Considerations. Carnegie Mellon University. Technical Report CMU-ISRI-03-105, Institute for Software Research International, Carnegie Mellon University, August 2003.

187. Norman M. Sadeh, Tom Laliberty, Stephen F. Smith and Robert Bryant. "Development of an Integrated Process Planning/Production Scheduling Shell for Agile Manufacturing". CMU-RI-TR-96-10. The Robotics Institute, Carnegie Mellon University, Pittsburgh, PA 15213-3891.

188. Norman M. Sadeh and Alexander Kott. "Models and Techniques for Dynamic Demand-Responsive Transportation Planning", Technical Report CMU-RI-TR-96-09, The Robotics Institute, Carnegie Mellon University, Pittsburgh, PA 15213-3891.

189. Norman M. Sadeh, Tom Laliberty, Stephen F. Smith and Robert Bryant. An Integrated Process Planning/Production Scheduling Shell for Agile Manufacturing. CMU-RI-TR-95-40. The Robotics Institute, Carnegie Mellon University, 1995.

190. N. Sadeh and M.S. Fox. "Variable and Value Ordering Heuristics for the Job Shop Constraint Satisfaction Problem". CMU-RI-TR-95-39. The Robotics Institute. Carnegie Mellon University, 1995.

191. Swaminathan, J.M., N.M. Sadeh, and S.F. Smith. Information Exchange in the Supply Chain. Tech. Rept. CMU-RI-TR-95-36, Robotics Institute, Carnegie Mellon University, Pittsburgh, PA 15213-3890, 1995.

192. Norman Sadeh, Katia Sycara, and Yalin Xiong. "Backtracking Techniques for the Job Shop Scheduling Constraint Satisfaction Problem". CMU-RI-TR-94-31. The Robotics Institute. Carnegie Mellon University, 1995.

193. Nakakuki, Yoichiro, and Norman Sadeh. Increasing the Efficiency of Simulated Annealing Search by Learning to Recognize (Un)Promising Runs. CMU-RI-TR-94-30. The Robotics Institute. Carnegie Mellon University, 1994.

194. Sadeh, Norman, and Yoichiro Nakakuki. "Focused Simulated Annealing Search: An Application to Job Shop Scheduling". CMU-RI-TR-94-29. The Robotics Institute. Carnegie Mellon University, 1994.

195. Norman Sadeh. "Micro-Opportunistic Scheduling: The Micro-Boss Factory Scheduler". CMU-RI-TR-94-04. The Robotics Institute. Carnegie Mellon University, 1994.

196. N. Sadeh, K. Sycara, and Y. Xiong. Backtracking Techniques for Hard Scheduling Problems. CMU-RI-TR-93-08. The Robotics Institute. Carnegie Mellon University, 1993

197. Norman M. Sadeh. Micro-Boss: A Micro-opportunistic Decision Support System for Factory Scheduling. The Robotics Institute 1991 Annual Research Review. An earlier version of this paper also appeared as a Robotics Institute Tech. Report (CMU-RI-TR-91-22)

198. N. Sadeh and M.S. Fox. Variable and Value Ordering Heuristics for Hard Constraint Satisfaction Problems: An Application to Job Shop Scheduling, CMU-RI-TR-91-23

199. Norman Sadeh. Look-ahead Techniques for Micro-opportunistic Job Shop Scheduling. Ph.D. Th., School of Computer Science, Carnegie Mellon University, Pittsburgh, PA 15213, CMU-CS-91-102. March 1991.

200. Norman Sadeh and Mark S. Fox. Preference Propagation in Temporal/Capacity Constraint Graphs. Tech. Rept. CMU-CS-88-193, Computer Science Department, Carnegie Mellon University, Pittsburgh, PA 15213, 1988. Also appears as Robotics Institute technical report CMU-RI-TR-89-2.

201. N. Sadeh, K. Sycara, M. Fox, J. Hynynen and A. Wittmann. “Trends in Coarse-Grained Distributed AI”, Technical Report, Intelligent Systems Laboratory, The Robotics Institute, Carnegie Mellon University, February 1988.

202. Norman Sadeh. Etude d'une Géneration Hierarchisée de Plans d'Actions. Department of Industrial Automation and Computer Science, C.R.I.F., Brussels, 1985. Master Thesis. In French.

Selection of Other Publications

203. L. Cranor and N. Sadeh, “Congress: Make Privacy the Rule - Not the Exception,” Op-Ed, The Hill, Feb. 2019.

204. N. Sadeh, “Why Phish Should Not Be Treated as Spam”, Dr. Dobbs, May 2012

205. N. Sadeh, “Should We Further Empower Big Brother”, Op-Ed, Pittsburgh Post-Gazette, Nov. 6, 2011

206. “Brief of Center for Democracy & Technology, Electronic Frontier Foundation, Matt Blaze, Andrew J. Blumberg, Roger L. Easton, and Norman M. Sadeh as Amici Curiae in Support of Respondent” filed with the Supreme Court of the United States, in “USA v. Antoine Jones”, Case No. 10-1259, October 3, 2011

207. J. Collins and N. Sadeh, “Supply Chain Trading Research”, Introduction to Special Issue, Electronic Commerce Research and Applications, Vol. 8, No. 2, March-April 2009

208. H. La Poutré, N. Sadeh, and S. Jansson, “Agent-Mediated Electronic Commerce: Designing Trading Agents and Mechanisms", Book Preface, LNAI Series, Springer, 2006

209. J.K. Lee, N. Sadeh, C. Carlsson, and R. Kauffman, Introduction to Special Issue on “Developments in Intelligent Support for eCommerce Negotiation Applications”, Electronic Commerce Research and Applications, Vol. 4. No. 4, Winter 2005.

210. N. Sadeh, “Competing Agents”. In SAP INFO. Vol. 131. October 2005.

211. “A Semantic Web Services Architecture” – Version 1.0 (April 2005), Ed. Mark Burstein and Christoph Bussler, Contributor (www.daml.org/services/swsa/note/swsa-note_v5.html)

212. Bussler, C., Fensel, D. and Sadeh, N., “The Role of Semantic Web Services in Enterprise Application Integration and e-Commerce”, Introduction to Special Issue, International Journal of Electronic Commerce (IJEC), Vol. 9. No. 2, pp7-10. Winter 2004-5

213. Sadeh, N.M. and Lee, J.K., “Advances in B2B eCommerce and e-Supply Chain Management”, Introduction to Special Issue, Journal of Organizational Computing and Electronic Commerce, 2003.

214. Padget, J. Shehory, O., Parkes, D. Sadeh, N. and Walsh, W., “Agent Mediated Electronic Commerce”, Book Preface, LNAI 2531, Springer, 2002.

215. G. Comyn, K. Rouhana, J. Doyle, N. Sadeh, N. Brinkhoff, M. Arentoft, and A. Barbagli, 2001 Information Society Technologies Workprogramme, European Commission, Brussels, January 2001.

216. N. Sadeh, Foreword to Book on "Analysis and Visualization Tools for Constraint Programming" by P. Deransart, M.V. Hermenegildo, and J. Maluszynski, Springer, 2000.

217. C. Sierra, M. Wooldridge, N. Sadeh. "Agent Research and Development in Europe (Part Three)", Intelligence in Industry, Issue 6, 2000.

218. C. Sierra, M. Wooldridge, N. Sadeh. "Agent Research and Development in Europe (Part Two)", Intelligence in Industry, Issue 5 2000.

219. C. Sierra, M. Wooldridge, N. Sadeh. "Agent Research and Development in Europe (Part One)", Intelligence in Industry, Issue 4 2000.

220. N. Sadeh, "An Introduction to e-Supply Chain Management", Tutorial Notes, International Conference on Electronic Commerce, Seoul, Korea, Aug. 2000.

221. G. Comyn, K. Rouhana, J. Doyle, N. Sadeh, N. Brinkhoff, M. Arentoft, and A. Barbagli, 2000 Information Society Technologies Workprogramme, European Commission, Brussels, January 2000.

222. Norman Sadeh and Jakub Wejchert, Intelligent Information Interfaces Initiative on Experimental School Environments, ESPRIT, European Commission, September 1997.

223. J. Swaminathan, N. Sadeh, and S. Smith. Effect of Sharing Supplier Capacity Information, The Robotics Institute, Carnegie Mellon Univ., September 1997.

224. Sadeh, N.M. "Globeman 21: Meeting the Global Manufacturing Challenges of the 21st Century". Coalition for Intelligent Manufacturing Systems Newsletter (1994). Also appeared in INFORMS College on Artificial Intelligence in Management Sciences newsletter, April 1995.

225. Sadeh, N.M. "Knowledge-Based Supply Chain Management: An Overview of Ongoing Research at Carnegie Mellon University", Intelligent Coordination and Logistics Lab, CMU, September 1993.

226. Smith, S.F., and N.M. Sadeh. Knowledge-based Production Management. Tutorial Notes – Tenth National Conference on Artificial Intelligence (AAAI-92).

Selection of Patents (List as of May 2019 – other patents in the pipeline) 1. Kurt Wescoe, Trevor Hawthorn, Alan Himler, Patrick H. Veverka, John T. Campbell, Dustin D.

Brungart, Norman Sadeh-Koniecpol, “Determining Authenticity of Reported User Action in Cybersecurity Risk Assessment”, US Patent 10243904 issued March 26, 2019. Assigned to Wombat Security Technologies (now Proofpoint)

2. Kurt Wescoe, John T. Campbell, Joseph A. Ferrara, Trevor T. Hawthorn, Alan Himler, Norman Sadeh-Koniecpol, “Advanced processing of electronic messages with attachments in a cybersecurity system”, US Patent 10063584 issued August 28, 2018. Assigned to Wombat Security Technologies (now Proofpoint)

3. Alan Himler, John T. Campbell, Joseph A. Ferrara, Trevor T. Hawthorn, Norman Sadeh-Koniecpol, and Kurt Wescoe, “Method and system for reducing reporting of non-malicious

electronic messages in a cybersecurity system”, US Patent 10027701 issued July 17, 2018, Assigned to Wombat Security Technologies (now Proofpoint)

4. Kurt Wescoe, John T. Campbell, Joseph A. Ferrara, Trevor T. Hawthorn, Alan Himler, Norman Sadeh-Koniecpol, “Advanced processing of electronic messages with attachments in a cybersecurity system”, US Patent 9,912,687 issued March 6, 2018. Assigned to Wombat Security Technologies (now Proofpoint)

5. Norman Sadeh-Koniecpol, Kurt Wescoe, Jason Brubaker, Jason Hong, “Context-aware cybersecurity training systems, apparatuses, and methods”, US Patent 9870715 issued January 16, 2018. Assigned to Wombat Security Technologies (now Proofpoint)

6. Justin Cranshaw, Raz Schwartz, Jason I. Hong, Norman Sadeh-Koniecpol, “Discovering neighborhood clusters and uses therefor”, US Patent 9846887 issued December 19, 2017. Assigned to Carnegie Mellon University.

7. Norman Sadeh-Koniecpol, Kurt Wescoe, Joseph A. Ferrara, “Cybersecurity training system with automated application of branded content”, US patent 9813454, Issued November 2017, Assigned to Wombat Security Technologies (now Proofpoint)

8. Alan Himler, John T. Campbell, Joseph A. Ferrara, Trevor T. Hawthorn, Norman Sadeh-Koniecpol, Kurt Wescoe, “Method and system for reducing reporting of non-malicious electronic messages in a cybersecurity system”, US patent 9781149, Issued October 3, 2017. Assigned to Wombat Security Technologies (now Proofpoint)

9. Alan Himler, John T. Campbell, Joseph A. Ferrara, Trevor T. Hawthorn, Norman Sadeh-Koniecpol, Kurt Wescoe, “Method and system for assessing and classifying reported potentially malicious messages in a cybersecurity system”, US patent 9774626, Issued September 26, 2017, Assigned to Wombat Security Technologies (now Proofpoint)

10. N. Sadeh-Koniecpol, K. Wescoe, J. Brubaker, J. Hong, “Mock Attack Cybersecurity Training System and Methods”, US Patent 9,558,677 issued on January 31, 2017. Assigned to Wombat Security Technologies (now Proofpoint)

11. N. Sadeh-Koniecpol, K. Wescoe, J. Brubaker, J. Hong “Context-Aware Training Systems, Apparatuses, and Methods” (US patent 9,547,998 issued on Jan. 17 2017) Assigned to Wombat Security Technologies (now Proofpoint)

12. N. Sadeh-Koniecpol, K. Wescoe, J. Ferrara “Cybersecurity Training System with Automated Application of Branded Content”, US Patent 9,398,029 issued July 19, 2016. Assigned to Wombat Security Technologies (now Proofpoint)

13. Norman Sadeh-Koniecpol, Kurt Wescoe, Jason Brubaker, Jason Hong, “Mock attack cybersecurity training system and methods,” US Patent 9824609, Issued December 23, 2016. Assigned to Wombat Security Technologies (now Proofpoint)

14. Norman Sadeh-Koniecpol, Kurt Wescoe, Jason Brubaker, Jason Hong “Method and System for Controlling Context-Aware Cybersecurity Training”, Filed March 15, 2013. US Patent 9,373,267 issued on June 21, 2016. Assigned to Wombat Security Technologies (now Proofpoint).

15. Norman Sadeh-Koniecpol, Kurt Wescoe, Jason Brubaker, Jason Hong “Context-Aware Training Systems, Apparatuses, and Methods” (US patent application 13/832,070), Filed March 15, 2013. Assigned to Wombat Security Technologies (now Proofpoint). US Patent No. 9,280,911 issued on March 8, 2016.

16. Norman Sadeh-Koniecpol, Paul Hankes Drielsma, Lorrie Faith Candor, Patrick Kelley, “User Controllable Learning of Policies” – US Patent 8,423,483 issued April 16, 2013. Assigned to Carnegie Mellon University and Wombat Security Technologies (now Proofpoint).

Sample of Software Artifacts – excluding products developed at Wombat 1. Personalized Privacy Assistant and Infrastructure for the Internet of Things – technology to

support the automated discovery of IoT resources and their privacy policies, and the selective disclosure of elements of these privacy policies to users.

2. Mobile App Privacy Compliance Tool – tool automatically looks at mobile app privacy policies and the code of mobile apps to identify potential privacy violations. Results made available to regulators (e.g. California AG, FTC), non-profits (e.g., CDT) and some corporations.

3. Personalized Privacy Assistant for mobile app permissions. Available in the Google Play Store.

4. Livehoods.org – a novel mapping website that uses public social media such as public Foursquare check-ins to help visualize the character of neighborhoods in a urban areas.

5. Phyllis – a novel anti-phishing training game developed and commercialized by Wombat Security Technologies. Many millions of users (exact numbers are confidential).

6. PhishGuru/SmishGuru/USBGuru – cloud-based software-as-a-service solutions to train users by sending them fake phishing emails and fake SMS messages, and by handing out USBs infected with fake malware – commercialized by Wombat Security Technologies. Many millions of users (exact numbers are confidential).

7. PILFER/PhishPatrol/PhishAlarm Analyzer – phishing email classification technology originally developed at CMU, and later refined and commercialized by Wombat Security Technologies for both phishing email filtering and for phishing email triage solutions. This technology is now also commercialized as a key component of Proofpoint’s (PFPT) Closed-Loop Email Analysis and Response (CLEAR) solution. Many millions of users (exact numbers are confidential).

8. PeopleFinder/Locaccino (2008-2012) – an application that combined GPS, GSM and WiFi location tracking technologies to enable people to inquire about the location of their peers subject to privacy preferences that they have specified or that the system has learned from their feedback. The application ran on both cell phones and laptops and was available for downloading from the Android Market (now Google Play Store), the iPhone App Store (now iTunes) and the Symbian Ovi Store. Around 50,000 downloads in a total of over 130 countries. The application was also adapted to enable members of the CMU campus community to track university shuttle buses, which by itself was generating over 1,000 daily requests.

9. SSDC Tool – Mixed Initiative Framework for Semantic Web Service Discovery and Composition integrated into SAP’s Guided Procedures Tool, a key element of SAP’s Enterprise Service Architecture.

10. LogiCruncher – A Mixed Initiative tool for market-oriented transportation planning and scheduling. Licensed to the Institute for Information Industry (ROC).

11. Semantic e-Wallet – A tool to enforce privacy policies in context aware pervasive computing environment. A simple version of the tool was made available on SemWebCentral in March 2005.

12. CMieux – Carnegie Mellon’s Supply Chain Trading entry in the Supply Chain Trading Agent Competition: Semi-finalist in 2006, Finalist in 2007-2008. Also Winner of 2008 Procurement Challenge and winner of the CS-50 exhibition tournament (Carnegie Mellon University, April 2006). Licensed to SAP.

13. Supply Chain Trading Agent Competition – real-time Internet platform that runs the supply chain trading agent competition and Procurement Challenge– designed and implemented in

collaboration with the Swedish Institute of Computer Science and the University of Minnesota. Between 2003 and 2009, the software has been used by over 75 teams around the world (over 25 countries) as part of the Trading Agent Competition (http://www.sics.se/tac).

14. MyCampus: Semantic Web environment for context-aware services and applications aimed at enhancing everyday campus life – several versions of this prototype have been deployed and evaluated with students

15. OWL Parser and Reasoning Engine: General-purpose Semantic Web parser and reasoner based on OWL and JESS - code made publicly available to the Semantic Web community in the summer of 2003 (http://mycampus.sadehlab.cs.cmu.edu/public_pages/OWLEngine.html)

16. MASCOT: Agent-based decision support tool for supply chain coordination & electronic procurement – work with Raytheon Electronic Systems.

17. Agent-based supply chain modeling and analysis tool- project with IBM led to supply chain library commercialized by CACI along with its SimProcess tool

18. IP3S: Integrated process planning/production scheduling shell developed for Raytheon. 19. Micro-Boss Dynamic Production Scheduling System licensed to companies such as

Mitsubishi Heavy Industry and Raytheon Electronic Systems 20. KBLPS: distribution planning and scheduling of commodities such as ammunition, water,

fuel, etc. for the US Army - work with Carnegie Group Inc. (CGI). System deployed at over 70 locations worldwide and in actual field use by military logistics personnel since the early nineties.

21. TRAC2ES: aero-medical evacuation and regulation of casualties - work with Carnegie Group and US DoD Transportation Command (Transcom).

22. Adaptive Simulated Annealing applied to VLSI design - system deployed at NEC. SELECTION OF AWARDS AND HONORS § June 2019, Mozilla Research Award for research on user browser privacy preference modeling

and personalized privacy assistants.

§ May 2018, Outstanding Entrepreneur of the Year, Pittsburgh Venture Capital Association, May 2018 – award created in 1994 to “recognize business leaders who are making outstanding contributions to the region's entrepreneurial and economic vitality”

§ June 2017: ACM MMSys Conference, Best paper award for article on “A Scalable and Privacy-Aware IoT Service for Live Video Analytics”

§ May 2017 Google Research Award for research on a privacy infrastructure for the Internet of Things

§ June 2016: IAPP SOUPS Privacy Award for paper titled “Follow My Recommendations: A Personalized Privacy Assistant for Mobile App Permissions”

§ July 2015 & July 2016: Google Research Awards for work on personalized privacy assistants

§ July 2013: Google Privacy and Security Program Award for mobile app privacy research

§ October 2012: TEDx Yale presentation on Livehoods

§ June 2012: Best Paper Award - 6th International AAAI Conference on Weblogs and Social Media (ICWSM-12)

§ February 2010: Google Focused Research Award in privacy – 1st batch of focused research awards from Google.

§ 2008-2009: Idea Foundry Fellowship

§ 2008 TAC-SCM Competition: CMieux agent: 3rd place general competition and 1st place winner of procurement challenge

§ 2007 TAC-SCM Competition: CMieux agent: Finalist general competition and 2nd place winner procurement challenge

§ 2006 CMieux agent: winner of the CS-50 Supply Chain Trading Tournament

§ 2006 TAC-SCM Competition : CMieux agent - Semi-finalist

§ 2006 Second-place finalist, SAP’s Annual Developers Competition (DKOM2006) - Semantic Web Service Composition tool developed by team consisting of Dimitar Dimitrov, Paul Hofmann , Jinghai Rao and Norman Sadeh.

§ 2005 TAC-SCM Competition : CMieux agent - Semi-finalist

§ 2005 IBM Best Academic Privacy Faculty Award for “a broad and sound track record in privacy research” and specifically for “research on privacy in location-based services and mobile commerce”.

§ 2002: IBM Faculty award

§ 1995: Certified Fellow, American Operations Management Society (APICS)

§ 1990: Best paper award - Sixth IEEE Conference on AI Applications (CAIA-90)

§ 1989-1991: McDonnell Douglas Fellowship award (two years full tuition and stipend for graduate studies at CMU)

§ Sep. 1987 - Mar. 1991: Graduate Fellow, School of Computer Science, Carnegie Mellon University, full tuition and stipend.

§ 1986: Graduate Award in Theory, Department of Computer Science, University of Southern California

§ 1985-86: Belgian American Educational Foundation Fellow (one year, full tuition and stipend for graduate studies in the US)

§ July 1985: Graduated with Highest Honors (“Summa Cum Laude”), Brussels Free University

§ 1976: National champion, Belgian Duplicate Scrabble Championship in French - Junior tournament

SHORT SELECTION OF KEYNOTES, INVITED PRESENTATIONS AND PANELS 1. Panelist, plenary panel on Privacy, AI and Digital Ethics titled “Right Versus Wrong” at 40th

International Conference of Data Protection and Privacy Commissioners (ICDPPC 2018), European Parliament, Brussels, October 2018

2. Keynote speaker, NSF Workshop on Security Assured Cyberinfrastructure in Pennsylvania (SAC-PA2), Pittsburgh, PA, June 2018

3. “Artificial Intelligence, the Internet of Things and Privacy: Are We Doomed?”, Express Address, Hong Kong University, Hong Kong, May 2018

4. Invited Speaker, CMU Hong Kong Alumni Chapter, “Privacy in the Age of the Internet of Things”, Hong Kong, May 2018

5. Panelist, IAPP Inaugural Privacy Engineering Section Forum, IAPP Global Summit, panel on : “The Regulators’ View: Engineering Mitigation Efforts,” Washington, DC, March 2018

6. Panelist, Federal Trade Commission annual Privacy Con, presentation on “Assisting Users in a World Full of Cameras: A Privacy-Aware Infrastructure for Computer Vision Applications,” Washington DC, February 2018

7. Keynote speaker, workshop on “Privacy Engineering Research and the GDPR: A Trans-Atlantic Initiative,” Leuven, Belgium, November 2018.

8. Panelist, Panel on “Cybersecurity,” 3 Rivers Venture Fair, October 2017. 9. Panelist, panel titled “From Big Data, to Machine Learning, to AI,” Security+Privacy Forum,

Washington, DC, October 2017. 10. Invited Speaker, FTC Technology and Consumer Protection (ConPro’2017) workshop, 38th IEEE

Symposium on Security & Privacy Conference (“Oakland”), San Jose, May 2017 11. CMU US-China Summit on Innovation and Entrepreneurship, Pittsburgh, April 2017 12. “IoT Security and Privacy: What Can We Learn from the Mobile App Stores?” Expert Address,

Hong Kong University, March 2017. 13. “What If Computers Understood Privacy Policies? And What If They Knew What We Care

About?” CyLab Distinguished Seminar Series, Feb. 2017. 14. “Conceiving and Running Center-Scale Frontier Projects,” panelist, NSF’s Secure and

Trusthworthy Cyberspace (SaTC) Annual Principal Investigators Meeting, Washington DC, Jan. 2017

15. “AI and ML to Empower Users to Regain Control Over Their Privacy,” Opening keynote, AAAI Privacy and Language Technologies Symposium, Nov. 2016, Washington, DC.

16. “Privacy in the Age of IoT: New Technologies to Help Users and Regulators,” Expert Address, Hong Kong University, Hong Kong, June 2016.

17. “Disruptive Technologies: What is Coming and What Should Be”, Panelist, CyBurgh, February 2016

18. CMU Privacy Day 2016, panelist together with Ed Felten, US Deputy CTO (White House OSTP), and three other CMU faculty, January 2016, Pittsburgh, PA

19. “Personalized Privacy Assistants: From Android Apps to the Internet of Things”, speaker at the 1st FTC Privacy Conference (Privacy Con), January 2016, Washington DC

20. “Notice and Choice for IoT: Why We Need Personalized Privacy Assistants”, Invited Speaker, UC Irvine Informatics Seminar, November 2015

21. Keynote speaker 2nd annual workshop on “Privacy Personas and Segmentation”, July 2015, Ottawa, Canada.

22. “Scaling Privacy in the Age of the Internet of Things”, Presentations at the Future of Privacy Forum and at the FTC, July 2015, Washington DC.

23. “Scaling Privacy Notice and Choice: Towards Personalized Privacy Assistants”, Panel on “Privacy Research and Public Policy” together with FTC Commissioner, Julie Brill, Privacy Day event at Carnegie Mellon University, Jan. 2015, Pittsburgh, PA.

24. “Wombat Security Technologies: An SBIR Success Story”, panelist “SBIR Success Panel”, 2015 Government Cybersecurity SBIR Workshop, Jan. 2015, Washington DC.

25. “Mobile App Privacy: From Permission Managers to Privacy Nudges:”, Google, invited presentation, Nov. 2014

26. “Mobile App Privacy: Towards Personalized Privacy Assistants”, Yahoo!, invited presentation, Nov. 2014

27. “Mobile App Privacy”, Samsung, invited presentation, Nov. 2014 28. Panel chair, Session on “Disclosure”, SOUPS 2014 workshop on Privacy Personas and

Segmentation, July 2014 29. “Leveraging Technology to Improve Notice and Choice”, panel chair, Workshop on the Future of

Privacy Notice and Choice, June 2014 30. “Mobile App Privacy: How Bad is It and What Can We Do About it”?, Hong Kong University,

expert address, May 2014 31. “Mobile App Permissions: Could User Privacy Profiles Help Reconcile Tensions between Privacy

and Usability”, Google, invited presentation, Nov. 2013 32. “Using Mobile Social Media to Understand the Social Character and Dynamic Nature of our

Cities”, invited presentation, ICSC2013 Research Conference, Philadelphia, Sept. 2013 33. “Using Mobile Social Media to Understand the Dynamics of Cities”, Hong Kong University expert

address, May 2013 34. “Leveraging the Wisdom of Crowds in Mobile and Social Networking Contexts: A Selective

Research Overview,” invited presentation, Huawei, May 2013 35. “Will the Mobile Web and Social Networking Mark the End of Privacy”, panel chair, CMU Privacy

Day, January 2013. 36. “Empowering Users to Make Sense of Android Permissions”, Google Seminar, Google, Mountain

View, October 2012 37. “Livehoods: Understanding the Dynamics of our Cities”, TEDx Talk, Yale, October 2012. 38. “The SENSEable City”, Panel, Personal Democracy Forum, New York, June 2012 39. “Can We Reconcile Privacy and Usability?”, Computer Science Seminar Series, Hong Kong

University of Science and Technology, May 2012 40. “Mobile Privacy: Technology and Human Consideration”, Expert Address, Hong Kong University,

May 2012 41. “Smartphone Security and Privacy: What Should We Teach our Users and How?”, invited

presentation, FISSEA 2012, NIST, March 2012 42. “User-Controllable Privacy: An Oxymoron?”, MIT CSAIL Seminar, March 2012 43. “From Today’s Android Permission System to Intelligent Security and Privacy Agents”, Google

Seminar, Pittsburgh, December 2011 44. “Mobile and Pervasive Computing: Future Opportunities and Privacy Challenges”, keynote,

Mobile Day, Pitney Bowles, Stamford, CT, October 2011. 45. Privacy Panel, panelist, Qualcomm’s Context Awareness Symposium, San Diego, September

2011 46. “Mobile Privacy and Security: What Should We Teach Our Users?”, Guest speaker, EDUCAUSE

webinar series, April 2011 47. “Privacy@CMU”, Panelist, CMU Data Privacy Day 2011, February 2011 48. “Privacy, Location and Social Networking”, Digital Privacy Forum, New York, January 2011 (also

shown on C-SPAN)

49. “User-Controllable Security and Privacy: Lessons from the Design and Deployment of a Family of Location Sharing Applications”, Microsoft Research, Redmond, Sept. 2010.

50. “User-Controllable Security and Privacy: Lessons from the Design and Deployment of a Family of Location Sharing Applications”, USC, Computer Science Dept., Invited Lecture, Sept. 2010.

51. “Mobile Commerce: What Will the App Store of the Future Look Like?”, Expert Address, Hong Kong University, Hong Kong, May 2010.

52. “More Control --> More Sharing”, Invited Presentation, Mobile Social Networking Asia, Hong Kong, May 2010.

53. “User-Controllable Security and Privacy: Lessons from the Design and Deployment of a Family of Location Sharing Applications”, Google seminar series, March 2010

54. “Selective Access and Obfuscation of Enterprise Data”, invited speaker, SAP Annual North American Academic Symposium, Palo Alto, August 2008.

55. “A Mixed Initiative Trading Competition: New Research and Education Opportunities”, Panel Chair, AAAI 2008 Workshop on Trading Agents Design and Analysis”, Chicago, July 2008

56. “Capturing and Understanding People’s Privacy Preferences in a Friend Finder Application”, Workshop on Opportunistic RF Localization for Next Generation Wireless Devices”, Worcester Polytechnic Institute. June 2008.

57. “M-Commerce: Stripping e-Retailing to its Essence”, 2008 Internet Retailer Conference & Exhibition, June 2008

58. “Combating Phishing Attacks: A Never-ending Arms Race?”, Expert Address, Hong Kong University, May 2008

59. “User Controllable Security and Privacy”, CMU-Microsoft Mindswap Workshop on Privacy, Center for Computational Thinking, Carnegie Mellon University, October 2007.

60. “Adaptive Supply Chain Trading and More”, invited speaker, SAP’s Inaugural North American Academic Symposium, San Jose, June 2007.

61. “User Controllable Security and Privacy”, guest speaker, HP, Palo Alto, June 2007 62. “Adaptive Supply Chain Trading”, guest speaker, HP Palo Alto, June 2007 63. “Location Meets Social Networking: A Wireless Policy & Practices Dialogue”, Panelist, Advisory

Committee to the Congressional Internet Caucus, Washington, DC, April 2007 64. “Mobile and Pervasive Commerce: The New Frontier”, opening keynote, 8th International

Conference on Electronic Commerce (ICEC-06), August 2006, Fredericton, Canada. 65. “Ambient Intelligence: The MyCampus Experience”, keynote speaker, 14th IT21 Conference

(Theme: “U-Society”), Seoul, Korea, June 2006. 66. “MyCampus: Research Overview”, guest speaker, NTT DoCoMo, Yokosuka Research Park, Japan,

May 2006. 67. “Supply Chain Trading Agents: Competition-Based Research”, Panel chair, CS50 session,

Carnegie Mellon University, Pittsburgh, April 2006. 68. “Semantic Web and Policies” Workshop, Panelist, International Semantic Web Conference,

Galway, Ireland, November 2005. 69. “Trust and Policies”, Session Chair, International Semantic Web Conference, Galway, Ireland,

2005. 70. “OWL leaves the Nest”, Panelist, First International Symposium on Agents and the Semantic

Web, 2005 AAAI Fall Symposium Series, Washington, DC. Nov. 2005

71. “Semantic Web Service Composition”, Session chair, 2005 AAAI Fall Symposium Series, Washington, DC. Nov. 2005

72. “Future Directions in Trading Agent Research”, Panelist, Trading Agent Design and Analysis Workshop, IJCAI 2005, Edinburgh, August 2005.

73. “Constraint Optimization”, Session Chair, International Joint Conference on Artificial Intelligence (IJCAI 2005)

74. “Multi-Agent Systems”, Session Chair, International Joint Conference on Artificial Intelligence (IJCAI 2005)

75. “Future Directions in Trading Agent Research”, Panelist, Seventh International Workshop on Agent Mediated Electronic Commerce (AMEC-VII), AAMAS 2005, Utrecht, The Netherlands, July 2005.

76. “Towards Context-Aware Business Solutions”, guest speaker, SAP, Walldorf, October 2004. 77. “Dynamic e-Supply Chain Management”, keynote presentation, IEEE International Conference

on e-Technology, e-Commerce, and e-Services (EEE-04), March 2004. 78. “The Supply Chain Trading Agent Competition”, panel at the IJCAI 2003 Workshop on Trading

Agent Design and Analysis, August 2003. 79. “A Semantic eWallet to Reconcile Privacy and Context Awareness”, Computer Science

Department, University of Southern California, May 2003. 80. “Trust in Context Aware Environments”, panel moderator, SCC workshop on “Trust and

Dependability in Mobile, Wireless and Pervasive Computing Environments”, Arizona, March 2003

81. “Interoperability Challenges in Context Awareness”, panelist, SCC workshop on “Trust and Dependability in Mobile, Wireless and Pervasive Computing Environments”, Arizona, March 2003

82. “Dynamic Supply Chain Management: An AI Perspective”, AI Seminar, SCS, Carnegie Mellon, March 2003

83. “Intelligent e-Supply Chain Decision Support”, invited presentation, SAP Innovation Congress, Miami, Feb. 2003

84. “Mobile Commerce Today and Tomorrow”, guest lecturer, International Trade Executive Council, Pittsburgh, Jan. 2003.

85. “Supporting Dynamic Supply Chain Management Practices”, guest lecturer, Digital Technology Center seminar series, Univ. of Minnesota, Dec. 2002.

86. “Creating an Open Environment for Context Aware m-Commerce”, OMG meeting, Washington DC, Nov 2002.

87. “Intelligent e-Supply Chain Decision Support”, invited presentation, Workshop on Agent Technologies for B2B eCommerce, AAAI’02, Edmonton, July 2002.

88. “Moving e-Commerce Research to the Real World: Key Technologies and Practical Challenges”, Panelist, Workshop on “Agent-Mediated Electronic Commerce”, First International Joint Conference on Autonomous Agents & Multiagent Systems, July 2002, Bologna, Italy.

89. “Cyber Communities and Openness”, Panelist, 15th Bled eCommerce Conference, Bled, Slovenia, June 2002.

90. “Technological Change and Legal Response in eCommerce”, panelist, “Information Technology and Legal Regulation: Promises and Pitfalls” Conference, Carnegie Mellon University, February 2002.

91. “The Semantic Web: The Next Wave of eBusiness”, Keynote Speaker, Inauguration of the Research Center for Integrational Software Engineering (RISE), December 2001, Linköpings University, Sweden.

92. “A Semantic Web Environment for Context-Aware Mobile Services”, Wireless World Research Forum, Paris. December 2001.

93. “MyCampus: Enhancing Campus Life Through Context-Aware Mobile Services”, IBM Tech Talks, IBM Pittsburgh Lab, November 2001.

94. “The Semantic Web: Challenges, Opportunities…and Challenges”, keynote speaker, OntoWeb Seminar, Crete, Greece, June 2001

95. “Mobile Commerce: Trends and Challenges”, Seminar organized by the Pittsburgh CIO Chapter, Deloitte & Touche, Pittsburgh, May 2001

96. “A Selective Overview of Past and Present Research Interests”, HCI Lunch Seminar, Carnegie Mellon Univ, Pittsburgh, May 2001.

97. “Intelligent e-Supply Chain Decision Support”, Manufacturing Seminar Series, Univ. of Michigan, April 2001.

98. “Wireless Technologies”, panel chair, 2001 CMU Interfaces conference, Pittsburgh, PA, March 2001.

99. "e-Commerce and m-Commerce in Europe: From Technologies to Policies", Keynote presentation, International Conference on Electronic Commerce (ICEC2000), Seoul, Korea, Aug. 2000.

100. "Agent Research Funding", panelist, Autonomous Agents, Barcelona, June 2000. 101. "HCI Research: An Overview of European Activities", CHI2000 Workshop on "National and

International Collaboration Frameworks for HCI Research" The Hague, The Netherlands, April 2000

102. "Intelligent eBusiness Decision Support", Guest speaker, INSEAD Business School, Fontainebleau, France, March 2000.

103. "MASCOT: An Architecture for Intelligent e-Supply Chain Management", Guest speaker, London Business School, London, UK, February 2000.

104. "European Research in Planning and Scheduling", guest speaker, PLANET session, 5th European Conference on Planning, Durham, September 1999.

105. "Electronic Commerce: Putting Europe at the Forefront of the Global Digital Economy", invited speaker, Swedish Institute of Computer Science, Stockholm, August 1999

106. "MASCOT: An Agent-based Architecture for Coordinated Mixed-Initiative Supply Chain Planning and Scheduling", guest speaker, First International Conference on Enterprise Modeling, Verdal, Norway, June 1999

107. "The Universal Information Ecosystem Initiative", guest speaker, PAAM'99 Workshop on "Intelligent Information Agents", London, April 1999.

108. "Barriers to the Industrial Take-up of Agent Technology", panelist, 4th International Conference on "The Practical Application of Intelligent Agents and Multi-Agents" (PAAM'99), London, April 1999.

109. "Innovation and Quality of Life: A European Perspective", opening keynote address at the 16th European Conference on Operational Research (EURO XVI) - Brussels, July 1998

110. "Benchmarking Agent Technologies", Panelist, International Conference on Multi-Agent Systems (ICMAS'98) - Paris, July 1998

111. "How Do We Maximize the Impact of European Research in Intelligent Information Interfaces", panel chair, I3 Annual Conference - Nyborg, Denmark, June 1998

112. "Research in Intelligent Scheduling and Supply Chain Management at Carnegie Mellon University", guest speaker, distinguished seminar series - Narvik Institute of Technology, Narvik, Norway, June 1998

113. Workshop on "Interactive and Collaborative Planning", panelist, 4th International Conference on Artificial Intelligence Planning Systems (AIPS98) - Pittsburgh, PA June 1998

114. "Research in Information Society Technologies and International Cooperation", keynote speaker, 1st AMETMAS workshop - Sinaia, Romania, May 1998

115. "European Research in Agent Technologies", guest speaker, 3rd International Conference on the Practical Applications of Intelligent Agents and Multi-Agent Technology (PAAM-98) - London, March 1998

116. "Future Research Challenges in Agent Technologies", panelist, ACTS workshop on Mobile Agents - Brussels, February, 1998

117. "Scheduling and Supply Chain Management Research at Carnegie Mellon University", guest speaker, Synquest - Atlanta, GA, February 1998

118. "From Practice to Policy: Towards a European Media Culture" Symposium, panelist along with Aad Nuis, Dutch Minister of Culture and Dr. Elly Plooij van Gorsel, Member of the European Parliament - Amsterdam, November 1997.

119. "Future Research Challenges in Manufacturing: A European Perspective", guest speaker, ASI-97 Conference - Budapest, Hungary, July 1997

120. "Grand Challenges in Computational Logic", panel chair, Compulognet strategic planning workshop in Computational Logic - Rome, June 1997

121. "Research Challenges in Information Society Technologies", guest speaker, 2nd International Conference on the Practical Applications of Intelligent Agents and Multi-Agent Technology (PAAM-97) - London, April 1997.

122. "Intelligent Information Technology: An ESPRIT Perspective", keynote address at EUFIT'96 conference on soft computing - Aachen, Germany, September 1996

123. "Manufacturing Research: An ESPRIT Perspective", keynote address at ASI'96 conference - Toulouse, France, June 1996.

124. "The Role of AI in Manufacturing: Where Are We and Where Do We Go From Here", panel chair, IJCAI workshop on Intelligent Manufacturing Systems - Montreal, August 1995.

125. "The Micro-Boss Scheduling System", guest speaker, Deneb Robotics - Auburn Hills, MI, September 1994.

126. "Towards A New Generation of Agile Manufacturing Scheduling Tools", Fourth Annual IEEE Conference on Dual-Use Technologies & Applications - Utica, NY, May 1994.

127. "A Supply Chain Management Learning Lab", guest presentation, College of Textiles, North Carolina State University - Raleigh, NC, May 1994.

128. "Knowledge-Based Supply Chain Management", Invited presentation to Demand Activated Manufacturing Architecture (DAMA) consortium, Textile/Clothing Technology Corporation (TC) - Cary, NC, April 1994.

129. "State of the Art in Plan Analysis", presentation to the U.S. Army, Carnegie Group Inc. - Pittsburgh, PA, March 1994.

130. "Micro-Boss: Towards a New Generation of Manufacturing Scheduling Shells", ARPA/Rome Laboratory Planning Initiative Technical Workshop - Tucson, AZ, February 1994.

131. "Research in Micro-Opportunistic Scheduling", RI Seminar Series, Carnegie Mellon University - Pittsburgh, PA, October 1993.

132. "Knowledge-Based Production Management", Operations Management Seminar, Graduate School of Industrial Administration, Carnegie Mellon University, Pittsburgh, PA, Fall 1993.

133. "Globeman 21: A Research Agenda in Global Manufacturing and Enterprise Integration", guest speaker, IMS Globeman 21 open day meeting - Newport News, VA, September 1993

134. "Knowledge-Based Scheduling", panel chair, IJCAI-93 workshop on Knowledge-Based Production Planning, Scheduling, and Control - Chambery, France, August 1993

135. "Enterprise Integration and Global Manufacturing: A North-American Perspective", guest speaker, IMS Globeman 21 open day meeting on "Enterprise Integration for Global Manufacturing, Towards the 21st Century" - Kyoto, Japan, May 1993

136. "Micro-Opportunistic Scheduling Techniques", invited presentation, NASA Ames Research Center - Moffett Field, CA, April 1993

137. "A Selective Overview of Research Efforts within the CORTES Project", invited presentation, Joint Rome Lab/DARPA Technical Seminar Series - Rome, NY, December 1992

138. "Research Issues in Reactive Scheduling", panelist, NASA Space Station Freedom Planning and Scheduling Workshop - Huntsville, AL, December 1992

139. "Artificial Intelligence and Operations Research in Production Management: Some Observations" (in French), guest speaker, Workshop on Artificial Intelligence and Operations Research organized by AFIA - Compiegne, France, December 1992

140. "Micro-Opportunistic Scheduling Techniques" (in French), guest speaker, AI seminar co-sponsored by EDF and Renault - Paris, France, December 1992

141. "The MICRO-BOSS Scheduling System: Current Status and Future Efforts", N. Sadeh, SOAR'92 - Houston, TX, August 1992

142. "Representing Scheduling Problems and Solutions", panelist, SIGMAN Workshop on Knowledge-based Production Planning, Scheduling and Control, AAAI-92 Conference - San Jose, CA, July 1992

143. "New Perspectives on the Nature of Bottlenecks in Job Shop Scheduling", EURO XII/TIMS XXXI Joint International Conference in Operational Research/Management Science - Helsinki, Finland, July 1992

144. "MICRO-BOSS: From Theory to Practice", AAAI Spring Symposium on Practical Approaches to Scheduling and Planning, Stanford University - Stanford, CA, March 1992.

145. "Scheduling Technologies", Conference panelist, Eighth IEEE Conference on Artificial Intelligence for Applications - Monterey, CA, March 1992

146. "MICRO-BOSS: A Micro-opportunistic Factory Scheduler", guest speaker, Industrial Engineering Seminar Series, Department of Industrial Engineering, Purdue University - West Lafayette, IN, February 1992

147. "Constraint/Preference-directed Scheduling", panel presentation, DARPA Joint Operations Research/Artificial Intelligence Workshop on Transportation Planning - Pittsburgh, PA, September 1991.

148. "Look-ahead Techniques for Micro-opportunistic Scheduling", invited presentation, University of Liege - Liege, Belgium, March 1991.

149. "Micro-opportunistic Factory Scheduling", Operations Management Seminar, Graduate School of Industrial Administration, Carnegie Mellon University - Pittsburgh, PA, January 1991

150. "Scheduling Research at Carnegie Mellon University", invited presentation, Production Management Decision Systems Branch, Texas Instruments - Dallas, TX, January 1991

151. "Techniques Micro-opportunistes d'Ordonnancement d'Ateliers" (presentation in French), invited presentation, Centre d'Etudes et de Recherches de Toulouse (CERT) - Toulouse, France, January 1991

152. "Variable and Value Ordering Heuristics for Hard Constraint Satisfaction Problems", AI Seminar Series, Dept. of Computer Science, Carnegie Mellon University - Pittsburgh, PA, Fall 1990.

153. "Focusing Attention in an Activity-based Job Shop Scheduler", Operations Management Seminar, Graduate School of Industrial Administration, Carnegie Mellon University - Pittsburgh, PA, April 1990

154. "Expert, Deep, and Interactive Scheduling Technologies", panelist, SIGMAN workshop on Manufacturing Production Scheduling, IJCAI-89 - Detroit, MI, August 1989

Sadeh Consulting Sample of Consulting Assignments (2001-present) 2011-present Expert witness – patent litigation – some of this work is confidential – references available upon request. Sample cases:

• 2014-2015: Square Inc v. Think Computer Corporation CBM case relating to mobile payments. Written declaration and deposition resulted in Board decision instituting all claims as obvious in view of the prior art. Work with attorneys at Wilson Sonsini, Goodrich and Rosati who represented Square Inc.

• 2012-2013: Expert consultant working with Reed Smith LLP and Durie Tangri LLP in relation to their defense of two publicly-traded Internet companies for patent infringement claims relating to mobile location services. Cases settled in 2013.

2005-2009: Member, Advisory Board of the Science Foundation Ireland CSET Centre for Telecommunications Value-Chain Driven Research (CTVR), 69 million Euro investment by the Science Foundation Ireland, the Industrial Development Agency Ireland and Lucent Technologies. (http://www.ctvr.ie/) 2005-2007: European Commission, Advisor, 20+MEuro MobiLife Project (2005-2007) led by Nokia in partnership with Motorola, Siemens, Ericsson, NTT DoComo and other leading companies in the area of mobile services. 2006-2009: Expert witness – patent litigation – confidential information. 2006: DARPA, Program Advisor, COORDINATORS program 2005-2006: SAP, Semantic Web Service Discovery and Composition – Designed and developed a mixed initiative framework for semantic service discovery and composition. The tool has been integrated into SAP’s Guided Procedures, a central element of the company’s Enterprise Service Architecture (ESA) – Work conducted through Sadeh Consulting. 2004-2005: Digital Enterprise Research Institute (DERI), Ireland, Member of Scientific Advisory Board (http://www.deri.ie/). Semantic Web technology center with a 100MEuro investment from the Science Foundation Ireland, the European Commission and HP. 2003-2005: SAP, Context-Aware, Role-Based Workflow Management – Designed context-aware workflow management functionality currently being implemented by SAP. 2002-2004: European Commission, Information Society Directorate General, “Blueprint on Mobile Payments” Spring 2003: European Commission, Cabinet of Commissioner Liikanen, Communication from the Commission to the European Parliament, the Council of the European Union, the Committee of the Regions and the Economic and Social Committee on “Barriers to Widespread Access to New Services and Applications of the Information Society through Open Platforms in Digital Televisions and Third Generation Mobile Communications”. 2001: Program advisor, DARPA’s Semantic Web initiative (DAML)

Sample of Consulting Assignments (1988-1995) 1993-1995: Carnegie Group Inc. Design/refinement of scheduling techniques for:

• KBLPS ("Knowledge Based Logistics Planning Shell"), a decision support system to solve US Army transportation scheduling and ammunition distribution planning problems – deployed and used by the US Army in many deployments since the early nineties,

• SPEAR, a what-if plan analysis tool developed in conjunction with KBLPS, and • TRACES, a tool for the dynamic planning and scheduling of aeromedical evacuation

operations developed for USTRANSCOM. 1994-1995: Newport News Shipbuilding. Integration of process planning and production scheduling. 1995-1996: Synquest. Supply chain decision support tool – consulting on real-time capable-to-promise functionality 1994-1995: Deneb Robotics. Consulting in the area of simulation and production scheduling 1991-1992: Komtasu Ltd. Consulting in the area of production management. 1988- 1989: McDonnell Douglas Corp. Contributed to the design, development and deployment of a knowledge-based scheduling system for an NC milling machine cell at a plant in St. Louis, Missouri. Editorial Work Book Series § 2007-2010: Founding Series Co-Editor, LNBIP Series, Springer.

LNBIP reports state-of-the-art results in areas related to business information systems and industrial application software development . LNBIP is abstracted/indexed in ISI Proceedings, DBLP, EI and Scopus.

Books • W. Ketter, H. La Poutré, N.M. Sadeh, O. Shehory, and W. Walsh (Eds.), “Agent-Mediated

Electronic Commerce and Trading Agents Design and Analysis”, LNBIP Series, Vol. 44, Springer, Nov. 2010

• J. Collins, P. Faratin, S. Parsons, J.A. Rodriguez-Aguilar, N.M. Sadeh, O. Shehory, and E. Sklar (Eds.), “Agent-Mediated Electronic Commerce and Trading Agents Design and Analysis”, LNBIP Series, Vol. 13, Springer, Nov. 2008

• Han La Poutré, Norman M. Sadeh and Sverker Janson (Eds.), “Agent-Mediated Electronic Commerce: Designing Trading Agents and Mechanisms", LNAI 3937, Springer, Nov. 2006.

• Norman Sadeh, Mary Jo Dively, Robert Kauffman, Yannis Labrou, Onn Shehory, Rahul Telang and Lorrie Cranor (Eds.), “Proceedings of the Fifth International Conference on Electronic Commerce”, ACM International Conference Proceeding Series, Vol. 50.ACM Press, September 2003. ISBN 1-58113-788-5

• Padget, J. Shehory, O., Parkes, D., Sadeh, N. and Walsh, W.E. (Eds.), “Agent-Mediated Electronic Commerce: Designing Mechanisms and Systems”, LNAI 2531, Springer, 2002

Journals

§ 2004-present: I/S: A Journal of Law and Policy for the Information Society, member editorial board.

§ 2002-2011: Electronic Commerce Research Applications (ECRA) Journal – Advisory Board (01/2008-present), Coordinating Editor in Chief (01/2006-12/2007), Co-Editor in Chief (01/2004-12/2005), member editorial board (01/2002-12/2003)

§ 2005-2010: International Journal of Web Services Research – editorial board

§ 2000-2010: Autonomous Agents and Multi-Agent Systems (AAMAS) journal – editorial board

§ 2004: International Journal of Electronic Commerce (IJEC) – guest editor together with Dieter Fensel and Christoph Bussler – special issue on the Semantic Web and Enterprise Integration

§ 2003: Organizational Computing and Electronic Commerce: guest editor together with Jae Kyu Lee, special issue on B2B and e-Supply Chain Management

Recent Proposal Reviewing Work § Air Force Office of Scientific Research (AFOSR)

§ The National Science Foundation (NSF)

§ The Swedish Foundation for Strategic Research

§ The Science Foundation Ireland

§ The Netherlands Organization for Scientific Research

§ The European Commission’s Information Society Technologies program

Board Positions in the US 2018-present: Advisory Board, Future of Privacy Forum. 2008-2018: Chairman of the Board, Wombat Security Technologies, Inc. 2009-2012: Chairman of the Board, Zipano Technologies, Inc. 2003-2008: Board of Directors, Association for Trading Agent Research. 2003-2006: Member of “Joint US/EU ad hoc Agent Markup Language Committee” coordinating

worldwide standardization efforts in the area of the Semantic Web (work with W3C, OASIS, etc.)

1995-1996: Board of Directors, Academic Coalition for Intelligent Manufacturing Systems (A-CIMS)

1994-1996: Executive Council, SIGMAN (AAAI Special Interest Group in Manufacturing). Elected Area Chair in Production and Operations Management in June 1994.

1994-1996t: Area Chair in Intelligent Manufacturing Systems, INFORMS College for AI in Management Science (CAIMS)

1992-1994: Steering board member & US academic coordinator of Globeman 21, a $12M Intelligent Manufacturing Systems R&D project involving an international consortium of 17 companies from Europe, Japan, North America and Australia.

Board Positions in Europe

2005-2009: Member, Advisory Board of the Science Foundation Ireland CSET Centre for Telecommunications Value-Chain Driven Research (CTVR), 69 million Euro investment by the Science Foundation Ireland, the Industrial Development Agency Ireland and Lucent Technologies.

2004-2005: Digital Enterprise Research Institute (DERI), Ireland, Member of Scientific

Advisory Board. Semantic Web technology center with a 100MEuro investment from the Science Foundation Ireland, the European Commission and HP.

2003-2004: Advisory Board, OpenNet/Agentcities 1999-2000: Steering board, PLANET, European Network of Excellence in the area of AI

Planning and Scheduling 1998-1999: Steering board, AGENTLINK, European Network of Excellence in the area of

Software Agents (http://www.agentlink.org) 1996-1999: Steering board, CLN/Compulognet, European Network of Excellence in the area

of Computational Logic (http://www.compulog.org) 1996-1999: Steering board, ERUDIT, European Network of Excellence in the area of soft

computing and uncertainty reasoning (http://ss-m3.mitgmbh.de/erudit) 1996-1999: Steering board, ICIMS, European Network of Excellence in the area of Intelligent

Control and Manufacturing 1996-1997: Steering board, MLNET, European Network of Excellence in the area of Machine

Learning

Professional Affiliations § Association for Computing Machinery (ACM) § American Association for Artificial Intelligence (AAAI) § Institute of Electrical and Electronics Engineers (IEEE) § Institute for Operations Research and the Management Sciences (INFORMS) § The Association for Operations Management (APICS) – Certified Fellow (CFPIM) § International Association of Privacy Professionals (IAPP) – Certified Information Privacy

Technologist (CIPT)

Conference and Workshop Organization – A Short Selection March 2019: AAAI Spring Symposium, “PAL: Privacy-Enhancing Artificial Intelligence and

Language Technologies”, Stanford University. RESPONSIBILITY: Co-organizer Jan. 2018: CMU Privacy Day event RESPONSIBILITY: Co-organizer Nov. 2017: Privacy Engineering Research and the GDPR: A Transatlantic Initiative, Leuven,

Belgium. RESPONSIBILITY: Co-organizer Jan. 2017: CMU Privacy Day event

RESPONSIBILITY: Co-organizer Nov. 2016: AAAI Fall Symposium on Privacy and Language Technologies, Washington DC. RESPONSIBILITY: Co-organizer Jan. 2016: CMU Privacy Day event, Organizer – high level privacy day celebration featuring

White House US Deputy CTO as keynote speaker. RESPONSIBILITY: Organizer July 2015: SOUPS Workshop on “Privacy Personas and Segmentation”, SOUPS 2015, July

2015 RESPONSIBILITY: Co-Chair May 2015: 2015 International Workshop on Privacy Engineering (IWPE’15) – collocated

with the 36th IEEE Symposium on Security and Privacy RESPONSIBILITY: Co-Chair Jan. 2015: CMU Privacy Day event, Co-Organizer – high level privacy day celebration

featuring FTC Commissioner, Julie Brill, as keynote speaker. July 2014: SOUPS Workshop on “Privacy Personas and Segmentation”, SOUPS 2014, July

2014 RESPONSIBILITY: Co-Chair June 2014: Co-Chair, Workshop on “The Future of Privacy Notice and Choice”, Carnegie

Mellon University, June 2014 RESPONSIBILITY: Co-Chair Jan. 2014: CMU Privacy Day event, Co-Organizer – high level privacy day celebration

featuring White House US Deputy CTO, Nicole Wong, as keynote speaker. August 2013 IJCAI 2013 RESPONSIBILITY: Senior Program Committee August 2011 AAAI 2011, San Francisco RESPONSIBILITY: Program Committee (Nectar Program) July 2011 Trading Agents Design and Analysis Workshop, Collocated with IJCAI1,

Barcelona, Spain RESPONSIBILITY: Program Committee June 2010 Trading Agents Design and Analysis Workshop, Collocated with 2010 ACM e-

Commerce, Harvard University RESPONSIBILITY: Program Committee

July 2009 Trading Agents Design and Analysis Workshop, Collocated with IJCAI09, Chicago,

July 2009. RESPONSIBILITY: Program Committee Sept 2008: Advisory Board, Inaugural IEEE Symposium on Advanced Management of

Information for Global Enterprises (AMIGE’08). Co-located with ICWS’08. Beijing, PRC.

July 2008 Trading Agents Design and Analysis Workshop, Collocated with AAAI2008,

Chicago, July 2008. RESPONSIBILITY: Co-Chair July 2008 AAAI 2008, Chicago, July 2008. RESPONSIBILITY: Program Committee May 2008 7th International Conference on Autonomous Agents and Multiagent Systems

(AAMAS’08), Estorial, Portugal. RESPONSIBILITY: Senior Program Committee October 2007 Anti Phishing Working Group (APWG) 2007 eCrime Researchers Summit

(eCrime’07) RESPONSIBILITY: Program Committee October 2007 RuleML-2007 – International RuleML Symposium on Rule Interchange and

Applications. RESPONSIBILITY: Program Committee August 2007 9th International Conference on Electronic Commerce (ICEC 2007) RESPONSIBILITY: Program Committee July 2007 22nd National Conference on Artificial Intelligence (AAAI-07) RESPONSIBILITY: Program Committee July 2007 Workshop on Trading Agent Design and Analysis (TADA-2007) Collocated with

AAAI-07. RESPONSIBILITY: Program Committee June 2007 1st International Workshop on Semantic Technologies in Practical Business

Solutions – collocated with 19th International Conference on Advanced Information Systems Engineering (CAiSE’07)

RESPONSIBILITY: Program Committee May 2007 9th Workshop on Agent-Mediated Electronic Commerce (AMEC IX). Collocated

with AAMAS2007. RESPONSIBILITY: Co-organizer

May 2007 1st International Workshop on Coordination and Control in Massively Multi-Agent Systems (CCMMS2007) – Collocated with AAMAS2007

RESPONSIBILITY: Program Committee April 2007 1st International Workshop on Security Technologies for Next Generation

Collaborative Business Applications (SECOBAP2007), collocated with ICDE’07 RESPONSIBILITY: Co-Chair November 2006 2006 ISWC Workshop on Semantic Web Policies, Athens Georgia RESPONSIBILITY: Program Committee November 2006 2006 International Semantic Web Conference, Athens Georgia RESPONSIBILITY: Program Committee August 2006: 8th International Conference on Electronic Commerce (ICEC2006) RESPONSIBILITY: Track Co-Chair, Mobile and Pervasive Commerce August 2006: 2nd International Workshop on Semantic Web Technology for Ubiquitous and

Mobile Applications (SWUMA’06), 17th European Conference on Artificial Intelligence (ECAI 2006)

RESPONSIBILITY: Program Committee July 2006: 21st National Conference on Artificial Intelligence (AAAI 2006), Track on “AI and

the Web” RESPONSIBILITY: Program Committee June 2006: 2006 Semantic Web Service Challenge RESPONSIBILITY: Steering Committee May 2006 Workshop on “Models of Trust”, 2006 World Wide Web Conference, Edinburgh,

Scotland RESPONSIBILITY: Program Committee May 2006 Workshop on Trading Agent Design and Analysis and Agent-Mediated Electronic

Commerce, AAMAS06, Hakodate, Japan RESPONSIBILITY: Program Committee May 2006 International Workshop on Massively Multiagent Systems (MMAS2006),

AAMAS06, Hakodate, Japan RESPONSIBILITY: Program Committee November 2005 2005 International Semantic Web Conference, Galway, Ireland. RESPONSIBILITY: Program Committee November 2005 AAAI Fall Symposium on Agents and the Semantic Web, Washington, DC. RESPONSIBILITY: Program Committee

August 2005 19th International Joint Conference on Artificial Intelligence (IJCAI-05), Edinburgh, Scotland

RESPONSIBILITY: Program Committee August 2005 Workshop on Trading Agent Design and Analysis (TADA-05), IJCAI-05, Edinburgh,

Scotland RESPONSIBILITY: Program Committee July 2005 Seventh International Workshop on Agent Mediated Electronic Commerce

(AMEC-VII), AAMAS 2005, Utrecht, The Netherlands. RESPONSIBILITY: Co-Chair July 2005 First International Symposium on Web Intelligence and Security held at the 8th

Joint Conference on Information Science (JCIS), Salt Lake City, July 2005. RESPONSIBILITY: Program Committee May 2005 Workshop on Policy Management for the World Wide Web, WWW 2005

Conference, Chiba, Japan. RESPONSIBILITY: Program Committee December 2004 International Workshop on Massively Multiagent Systems (MMAS2004), Kyoto,

Japan. RESPONSIBILITY: Program Committee November 2004 Workshop on Semantic Web Technology for Mobile and Ubiquitous

Applications, 3rd International Semantic Web Conference (ISWC 2004) RESPONSIBILITY: Program Committee August 2004 MobiQuitous 2004 Workshop on Pervasive Security, Privacy and Trust, Boston. RESPONSIBILITY: Program Committee August 2004 First Annual International Conference on Mobile and Ubiquitous Systems:

Networking and Services (MobiQuitous 2004), Boston. RESPONSIBILITY: Program Committee August 2004 SIMIS: Semantic Intelligent Middleware for Interoperable Systems, Valencia,

Spain. RESPONSIBILITY: Program Committee July 2004 International Conference on Autonomous Agents and Multiagent Systems

(AAMAS04), Melbourne, Australia. RESPONSIBILITY: Program Committee July 2004 DIMACS Workshop on Usable Privacy and Security Software, Rutgers University,

NJ. RESPONSIBILITY: Co-Chair

June 2004 Workshop on Context Awareness, Second International Conference on Mobile Systems, Applications and Services (Mobisys2004), Boston.

RESPONSIBILITY: Program Committee July 2004 First International Workshop on Mobile Commerce and Services (WMCS2004),

IEEE Conference on Electronic Commerce, San Diego RESPONSIBILITY: Program Committee May 2004 European Semantic Web Symposium RESPONSIBILITY: Program Committee April 2004 Workshop on Computational Support for Human Tasks and Activities, Pervasive

2004, Vienna, Austria. RESPONSIBILITY: Program Committee October 2003: International Conference on Electronic Commerce, Pittsburgh RESPONSIBILITY: General Chair August 2003: IJCAI workshop on Trading Agent Design and Analysis, Mexico. RESPONSIBILITY: Program Committee April 2003: 2nd International Workshop on Wireless Information Systems, France RESPONSIBILITY: Program Committee March 2003: SCC Workshop on “Trust and Dependability in Wireless, Mobile and Pervasive

Computing Environments”, Arizona, March 2003 RESPONSIBILITY: Workshop Chair October 2002: International Conference on Electronic Commerce, Hong Kong RESPONSIBILITY: Program Committee January 2002: SAINT-2002, International Symposium on Applications and the Internet, Nara,

Japan RESPONSIBILITY: Program Committee November 2001: International Conference on Electronic Commerce, Vienna, Austria RESPONSIBILITY: Program Committee September 1999: 2nd International Workshop on Intelligent Manufacturing Systems, Leuven,

Belgium

RESPONSIBILITY: Program Committee

September 1999: ASI-99 Conference in Intelligent Manufacturing & Control, Leuven, Belgium

RESPONSIBILITY: Program Committee

September 1999: Strategic Consultation Meeting on "Electronic Commerce", Brussels, Belgium

RESPONSIBILITY: Program Committee

September 1999: Strategic Consultation Meeting on "Trust and Confidence in the Internet Economy", Brussels, Belgium

RESPONSIBILITY: Program Committee

September 1999: Strategic Consultation Meeting on "Smart Organizations", Brussels, Belgium RESPONSIBILITY: Program Committee

September 1999: Strategic Consultation Meeting on "Sustainable Workplace Design", Brussels, Belgium

RESPONSIBILITY: Program Committee

June 1999: 1st International Conference on Enterprise Modeling, Verdal, Norway RESPONSIBILITY: Program Committee

May 1999: Autonomous Agents'99 Workshop on "Agents in Electronic Commerce and Managing the Internet-enabled Supply Chain", Seattle, WA.

RESPONSIBILITY: Program Committee June 1998: Workshop on Experimental School Environments - Brussels, Belgium

RESPONSIBILITY: Co-Chair

June 1998: ASI-98 Conference in Intelligent Manufacturing and Control - Bremen, Germany

RESPONSIBILITY: Program Committee

May 1998: Strategic Planning Workshop on "Intelligent Global Computing" – Brussels, Belgium

RESPONSIBILITY: Chair

April 1998: IMS-Europe'98, Lausanne, Switzerland RESPONSIBILITY: Program Committee

July 1997: ASI-97 Conference in Intelligent Manufacturing and Control - Budapest, Hungary RESPONSIBILITY: Program Committee

May 1997: INFORMS Conference on Information Systems and Technologies - San Diego, CA RESPONSIBILITY: Program Committee

April 1997: Strategic Planning Workshop on Experimental School Environments - Brussels, Belgium

RESPONSIBILITY: Chair

November 1996: International Conference on Advances in Production Management Systems - Kyoto, Japan

RESPONSIBILITY: Program Committee

November 1996: Strategic Planning Workshop on Long-Term Research Challenges in Information Society Technologies - Brussels, Belgium

RESPONSIBILITY: Chair

August 1996: National Conference on Artificial Intelligence (AAAI-96) - Portland, OR RESPONSIBILITY: Organization committee

August 1996: ECAI'96 Workshop on Scheduling - Budapest, Hungary RESPONSIBILITY: Organization committee

June 1996: AI and Manufacturing Research Planning Workshop - Albuquerque, NM RESPONSIBILITY: Organization committee

November 1995: Workshop on "Intelligent Scheduling Software" at the INFORMS Conference - New Orleans, LA

RESPONSIBILITY: Chair

September 1995: IFIP Conference on Managing Concurrent Manufacturing to Improve Industrial Performance - Seattle, WA

RESPONSIBILITY: Organization committee

August 1995: IJCAI-95 Workshop on Intelligent Manufacturing Systems - Montreal, Canada RESPONSIBILITY: Chair

July 1995: First International Conference on Metaheuristics (MIC-95) - Breckenridge, CO RESPONSIBILITY: Organization Committee

August 1993: IJCAI-93 Workshop on "Knowledge-based Production Planning, Scheduling, and Control" - Chambery, France

RESPONSIBILITY: Chair

PROFESSIONAL CERTIFICATIONS § 2015: Certified Information Privacy Technologist (CIPT), International Association of Privacy

Professionals (IAPP)

§ 1995: Certified Fellow (CFPIM), American Operations Management Society (APICS)

STUDENT ADVISING & VISITOR SUPERVISION Current and Recent Graduate Students Sept 18 – Present: Graduate Student Advisor, Vinayshekhar Kumar Language Technologies Institute, MLT Program Sept. 17 – Dec. 18: PhD Advisor, Roger Iyengar Societal Computing, PhD Program, Research Topics: Usable Privacy Policy project Jan. 17 – Present: PhD Advisor, Daniel Smullen Software Engineering, PhD Program. Research Topics: Privacy and Security Infrastructure for the Internet of Things Sept. 16 – Present: PhD Advisor, Abhilasha Ravichander Language Technologies Institute, Ph.D Program. Research Topics: Question Answering Privacy Assistant Sept. 16 – Present: PhD Advisor, Peter Story Societal Computing, PhD Program. Research Topics: Usable Privacy Policy project Sept. 15 – Present: PhD Advisor, Aerin Zhang Language Technologies Institute, PhD Program. Research Topics: Personalized Privacy Assistants for Mobile App Permissions

and IoT Sept 15 – Dec. 16: Graduate Advisor, Dhivya Piraviperumal MSIIS Program, Language Technologies Institute Research Topics: PrivOnto: Semantic Framework for Privacy Policy Annotations Sept. 15 – Aug 17: Graduate Advisor, Frederick Liu MLT Program, Language Technologies Institute Research Topics: ML and NLP to enhance the crowdsourcing of privacy policy

annotations Sept. 15 – Aug. 17: Graduate Advisor, Kanthashree Mysore Sathyendra MLT Program, Language Technologies Institute Research Topics: ML and NLP to enhance the crowdsourcing of privacy policy

annotations Sept. 14 – May 16: Graduate Advisor, Aswarth Dara MLT Program, Language Technologies Institute Research Topics: Crowdsourcing privacy policy annotations Sept. 14 – June 18: PhD Advisor, Joshua Gluck (together with Yuvraj Agarwal) PhD Program in Societal Computing Research Topics: Usable Privacy and IoT Sept. 13 – Jan. 16: PhD Advisor, Ashwini Rao PhD Program in Software Engineering Research Topics: Usable Privacy Policies – Privacy Preference Modeling Sept. 09 – Present: PhD Advisor, Justin Cranshaw PhD Program in Computation, Organizations and Society Research Topics: Urban Computing/Data Mining

PhD Students Graduated

Sept. 11 – Aug. 19: PhD Advisor, Bin Liu PhD Program in Societal Computing (formerly Computation, Organizations and

Society) Research Topics: Mobile App Privacy – Machine Learning & User Profile Presently: Software Engineer at Google Sept. 10 – Dec.17: PhD Advisor, Hazim Almuhimedi PhD Program in Computation, Organizations and Society Research Topics: Privacy Nudging and Mobile Privacy

Presently: Assistant Research Professor, King Abdulaziz City for Science and Technology (KACST).

Sept. 07 – Oct. 13: PhD Advisor, Jialiu Lin (together with Dr. Jason Hong) PhD Program in Computer Science Research Topic: Mobile App Privacy Presently Senior Software Engineer, Google Sept.06 – May 13: PhD Advisor, Patrick Gage Kelley (together with Dr. Lorrie Cranor) PhD Program in Computation, Organizations and Society. Research Topic: User-Controllable Security and Privacy

Presently: Assistant Professor, Univ. of New Mexico (on leave), Manager, Security and Privacy User Experience, Google.

Sept.04 – May 11: PhD Advisor, Michael Benisch (together with Dr. Tuomas Sandholm) PhD Program in Computation, Organizations and Society. Research Topics: Expressiveness in Mechanism Design Presently: Director of Autonomy, Level 5, Self Driving Team, Lyft; formerly VP

of Engineering, Rocket Fuel Inc. Sept.91 – Dec.96: PhD Advisor, Ramesh Bollapragada CMU Joint GSIA/Robotics PhD Program in Management of Manufacturing and

Automation. Dissertation Topic: Integration of Capacitated Lot Sizing, Scheduling and

Control Decisions. Graduated Dec. 1996.

Presently full Professor, Decision Sciences, College of Business, San Francisco State University. Formerly, researcher at Bell Labs.

Sep.92 – Aug.96: PhD Advisor, Jayashankar M. Swaminathan (together with Dr. S. Tayur) CMU Joint GSIA/Robotics PhD Program in Management of Manufacturing and Automation.

Dissertation Topic: Quantitative Analysis of Emerging Practices in Supply Chains.

Graduated Aug. 1996.

Presently full Professor of Statistics and Operations Research & Benjamin Cone Research Professor and Chair of Operations, Technology and Innovation Management Area, Kenan Flagler Business School, University of North Carolina, Chapel Hill.

Jan.95 - Dec.98: CMU Advisor, Dag Kjenstad Visiting PhD student from the University of Trondheim (Norway) who spent four years at the Intelligent Coordination and Logistics Lab at CMU.

Dissertation Topic: Coordinated Supply Chain Scheduling.

Graduated Dec. 1998.

Presently Senior Scientist at SINTEF (Oslo, Norway).

Supervision of Other Doctoral and Master’s Students (Short Selection) Apr 14 – Aug 15: MSc Advisor, Fei Xia MS Program in Language Technologies Research Topics: Livehoods Sept. 13 – Aug 15: Graduate Advisor, Rohan Ramanath (together with Dr. Noah Smith) MLT Program in Language Technologies Research Topics: Usable Privacy Policies – NLP & crowdsourcing Sept. 12 – Aug 14: Graduate Advisor, Rajarshi Das MLT Program in Language Technologies Research Topics: Usable Privacy Policies & Urban Computing/Data mining Sept.05 – Aug 09: PhD Advisor, Ian Fette PhD Program in Computation, Organizations and Society. Research Topics: Combating Semantic Attacks, Decentralized Trust

Management, Privacy & Usability. Presently: Engineering Director, SquareSpace, formerly, CTO, Gawker Media,

Formerly Engineering Manager and Senior Product Manager at Google (Google Chrome security, anti-phishing, malware, Google apps, EU compliance)

May 07 – Aug 09: PhD Advisor, Ram Ravichandran PhD Program in Robotics. Research Topics: Adaptive Supply Chain Trading Presently: co-founder, Specialized Types, formerly Data and Engineering

functions at Twitter Sept.01 – June 04: PhD Advisor , Sun Jiong PhD Program in Operations Management , Tepper School of Business. Research Topic: Multi-Attribute Negotiation in Dynamic Supply Chains Presently: Assistant Prof. of Management, Illinois Inst. Of Technology Oct.96 – Aug.97: Kyoung Jun Lee, Visiting Scientist, Korea Advanced Institute of Technology

(KAIST). Research Topic: Multi-level Supply Chain Coordination.

Presently, Assistant Professor, Business School, Korea University.

Aug.96 – Jul.97: Claudio Szwarcfiter, Visiting PhD student, Pontificial Catholic Univerity of Rio de Janeiro.

Research Topic: Job Shop Scheduling. Presently: Technical Manager, Vexcom

Sep.92 – Dec.93: PhD Advisor, Steve Chen (together with Dr. Sarosh Talukdar and Dr. Angel Jordan), CMU Robotics PhD Program. Research Topic: A-Team Search Applied to Job Shop Scheduling. Presently: Associate Professor of Information Technology at York University

Mar.92 – Aug.92: Federico della Croce (together with Dr. Thomas Morton), visiting PhD student from the Dipartimento di Automatica e Informatica, Politecnico di Torino, Italy.

Research Topic: One-machine and parallel machine early-tardy scheduling problems.

Graduated Fall 1995. Presently: Full Professor of Operations Research, Politecnico di Torino

May 91 – Nov.92: PhD Advisor, Gang Li, CMU Joint GSIA/Robotics PhD Program in Management of Manufacturing and Automation.

Research Topic: One-Machine and Parallel Machine Early-Tardy Scheduling Problems

May 91- Aug.91: PhD Advisor, Yalin Xiong (together with Dr. Katia Sycara), CMU Robotics PhD Program. CMU Robotics PhD Program.

Research Topic: Intelligent Backtracking Techniques for Job Shop Scheduling. Graduated Fall 1997.

Presently: Senior VP & General Manager, KLA-Tencor

Undergrad and Master Dissertation Supervision Supervision of a number of undergrad and master dissertations and master capstone projects PhD Dissertation Committees (other than PhD student advisees)

• Alex Yahja (CMU - COS PhD Program – graduation Sept. 2006)

• Li Li (CMU - GSIA/RI PhD program – graduation Sept. 2003)

• Dr. Vincent Cicirello (CMU - RI PhD program – graduated July 2003)

• Dr. Jaap Gordijn (Free Univ. of Amsterdam - graduated in 2002)

• Dr. Srinivas Bollapragada (CMU - GSIA/RI PhD program – graduated in 1993),

• Dr. Casper Cheng (CMU - GSIA/RI PhD program – graduated in 1994)

Habilitation Committees • Dr. Michel Occello, Valence University, France (2003) – Methodologies and Architectures for

Multi-Agent Systems.

• Dr. Juergen Dorn, Techn. Univ. of Vienna, Austria (1996) – Dynamic Scheduling.

Supervision of Post-Docs, Academic and Industrial Visitors Jul 18 – Present: Yuayuan Feng, post-doctoral fellow, PhD from Drexel University

Research Topic: Personal Privacy Assistants Jul 18 – Present: Gaurav Misra, post-doctoral fellow, PhD from Lancaster University (UK)

Research Topic: Privacy Policy Analysis and Compliance Oct. 16 – Jul 18: Sebastian Zimmeck, post-doctoral fellow, PhD from Columbia University

Research Topic: Privacy Policy Analysis and Compliance Jul 16– Aug 18: Anupam Das, post-doctoral fellow, PhD from Univ. of Illinois, Urbana

Champaign Research Topic: Personalized Privacy Assistants for IoT

Apr. 16 – present: Martin Degeling, post-doctoral fellow, PhD from Univ. of Ruhr, Bochum (Germany) Research Topics: Personalized Privacy Assistants for IoT

Sep 15– June 16 Alessandro Oltramari, post-doctoral fellow, PhD from Univ. of Trento (Italy) Research Topics: Ontologies Semantic Web Technologies for Privacy Annotations and Personalized Privacy Assistants

Sept. 15 – Aug 16: Shomir Wilson, post-doctoral fellow, PhD from Univ. of Maryland Research Topics: Enhancing the Crowdsourcing of Privacy Policy Annotations with ML and NLP

Feb 15– Feb 16: Mads Schaarup Andersen, post-doctoral fellow, PhD from Univ. of Aarhus (Denmark) Research Topics: Usable Privacy Policies

Jan 14– Aug 16: Florian Schaub, post-doctoral fellow, PhD from Univ. of Ulm (Germany) Research Topics: Usable Privacy Policies

Dec 13 – Jun 15: Fei Liu, post-doctoral fellow, PhD from Univ. of Dallas Research Topics: Usable Privacy Policies, NLP, machine learning and crowdsourcing

Sept. 11 – Jul 13: Shomir Wilson, post-doctoral fellow, PhD from Univ. of Maryland Research Topics: User-Controllable Policy Learning, Privacy Nudging

Sept 10 – Aug 11: Jonathan Mugan, post-doctoral fellow, PhD from UT Austin Research Topic: User-Controllable Security and Privacy Feb. 10 – Feb 11: Prof. Jian Wei Niu, Beihang University

Research Topic: Mobile Location Sharing and Privacy Sept 08 Aug. 10: Eran Toch, post-doctoral fellow, PhD from Technion, Haifa

Research Topic: User-Controllable Security and Privacy June 07-Sept 09 : Paul Hankes Drielsma, post-doctoral fellow, PhD from ETH Zurich (Switzerland)

Research Topic: User-Controllable Security and Privacy Aug. 06 –Aug 08: Zhiqiang Wei, visiting scientist from Ocean University of China (PhD from

Tsinghua University) Research Topic: Mobile & Pervasive Computing Services.

Dec. 05-Jan 08: Alberto Sardinha, post-doctoral fellow, PhD from Catholic Pontifical University of Rio de Janeiro (Brazil) Research Topic: Adaptive Trading, Decentralized Trust Management, Semantic Web

Jan. 05-Feb 07: Jinghai Rao, post-doctoral fellow/project scientist – PhD from the Norwegian University of Science and Technology Research Topic: Mobile & Pervasive Computing Services, Decentralized Trust Management, Semantic Web

Fall 05: Dimitar Dimitrov, visiting researcher from SAP (Germany) Research Topic: Semantic Web Service Technologies

Fall 05: Kiril Bratanov, visiting researcher from SAP (Germany) Research Topic: Semantic Web Service Technologies

Apr. 03- Mar 04: Hirohiko Yamamoto, visiting researcher from Fujitsu (Japan) Research Topic: Semantic Web and Pervasive Computing

Mar. 03- Mar 04: Hyun Soo Kim, post-doctoral fellow from Dong-A University (Korea) Research Topic: Semantic Web and Pervasive Computing

Jan. 03- Dec. 03: Fabien Gandon, post-doctoral fellow from INRIA (France) Research Topic: Semantic Web and Pervasive Computing

Apr. 02- Feb 02: Oh Byung Kwon, post-doctoral fellow from Handong University (Korea) Research Topic: Context-Aware Services

Mar. 02- Dec. 02: Kazuaki Takizawa, visiting researcher from Unisys (Japan) Research Topic: Context-Aware Mobile Commerce

Apr. 01- Dec. 01: Yoshinori Shimazaki, visiting researcher from Unisys (Japan) Research Topic: Context-Aware Mobile Commerce

Sep.94- Dec.95: Jing Xing, post-doctoral fellow from Changsha University, Changsha, PRC. Research Topic: Reactive Job Shop Scheduling.

Aug.92 – Aug.93: Yoichiro Nakakuki, visiting scientist from NEC Corporation, Tokyo, Japan. Research Topic: Adaptive Simulated Annealing Search.

Aug.91 – Aug.93: Shinichi Otsuka, visiting scientist from Komatsu Ltd., Oyama City, Japan. Research Topic: Micro-Opportunistic Job Shop Scheduling

SELECTION OF RESEARCH CONTRACTS AND GRANT SUPPORT (e.g. does not include 4 SBIR grants at Wombat Security Technologies) Title: Modeling People’s Browser Privacy Preferences PI N. Sadeh Organization Mozilla Duration 8/2019 Amount $100,000 (unrestricted grant) Title: Automatically Answering People’s Privacy Questions PI N. Sadeh (co-PIs: Shomir Wilson, Penn State University, Joel Reidenberg,

Fordham University) Organization Carnegie Mellon University Duration 7/2019-12/2022 Amount approx. $1,200,000 Title: Contextual Integrity: From Theory to Practice PI N. Sadeh (co-PIs: Serge Egelman, Helen Nissenbaum) Organization Carnegie Mellon University Duration 7/2018-7/2022 Amount approx. $1,200,000 Title: New Directions in Privacy Infrastructure for the Internet of Things” PI N. Sadeh Organization Google Faculty Research Award Duration 6/2017 Amount $100,000 (unrestricted grant) Title: Personalized Privacy Assistant for IoT PI N. Sadeh Organization Google Faculty Research Award Duration 9/2016 Amount $100,000 (unrestricted grant) Title: DARPA Brandeis Initiative – Project on “Personalized Privacy Assistants

for IoT and Big Data” PI N. Sadeh (co-PIs: Acquisti, Bauer, Cranor, Datta) Organization DARPA Duration 10/2015-4/2020 Amount original amount: $4,500,000 + 2 supplements ($650,000) – total:

$5,150,000 Title: “Towards Personalized Privacy Assistants” PI N. Sadeh (co-PIs: Cranor and Agarwal) Organization National Science Foundation – SBE Program Duration 9/2015-8/2019

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Amount $483,000 Title: Mobile App Privacy: Piloting Personalized Privacy Assistants PI N. Sadeh Organization Google Faculty Research Award Duration 9/2015 Amount $76,500 (unrestricted grant) Title: Google Web of Things Expedition: “Towards Personalized Privacy

Assistants for the Open Web of Things” PI N. Sadeh (co-PIs: Bauer and Cranor) Organization Google Duration 5/2015 Amount $100,000 (unrestricted grant) Title: An InMind Personalized Privacy Assistant PI N. Sadeh Organization Yahoo! Duration 1/2015 Amount $100,000 (unrestricted grant) Title: SaTC Frontier Project: “Towards Effective Web Privacy Notice and

Choice: A Multi-Disciplinary Perspective” PI N. Sadeh (co-PIs: Acquisti, Breaux, Cranor, McDonald/Stanford Univ.,

Reidenberg/Fordham Univ., Smith) Organization National Science Foundation Duration 09/2013-03/2019 Amount $3,750,000 + supplement awarded in 2017 for additional $650,000 –

total $4,400,000 Title: Empowering Users to Understand and Control Android Permissions with

Smart Privacy Profiles PI N. Sadeh Organization Google Duration 09/2013-08/2015 Amount $180,000 (unrestricted grant) Title: Livehoods: Using Social Media Analytics in the Financial Industry PI N. Sadeh Organization PNC Center for Financial Innovation Duration 05/2013-08/2015 Amount Approx. $200,000 (unrestricted grant) Title: Mapping the Dynamics of a City and Nudging Twitter Users PI N. Sadeh Organization Google Duration 07/2012-06/2013

Amount $60,000 (Google App Engine in-kind grant) Title: Nudging Users Towards Privacy PI: Acquisti, Cranor, Sadeh. Organization: NSF (Trustworthy Computing initiative) Duration: 09/2010-08/2015 Amount: approx. $2,700,000 Title: Google Focused Research Award on Privacy Nudges PI Cranor, Acquisti, Sadeh Organization Google Duration 2010-2011 (unrestricted grant) Amount $400,000 Title: User-Controllable Policy Learning PI: N. Sadeh, S. Bellovin (Columbia Univ.) Organization: NSF (Trustworthy Computing initiative) Duration: 2009-2013 Amount: approx. $1,200,000 Title: IGERT: Usable Security and Privacy PI: Cranor, Sadeh, Hong, Bauer, Downs Organization: NSF (IGERT) Duration: 2009-2013 Amount: approx. $3,000,000 Title: Web Security and Privacy: Weaving Together Technology Innovation

with Human and Policy Considerations PI: Sadeh, Acquisti, Peha, Hong and Cranor Organization ICTI Duration: 2009-2013 Amount: Approx. $900,000 Title: Using Crowdsourcing to Analyze and Summarize the Security of Mobile

Applications PI J. Hong and N. Sadeh Organization ARO Duration 04/2012-03/2013 Amount $120,000 Title: Mobile Commerce PI N. Sadeh and J. Hong Organization Pitney Bowes

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Duration 2012 (unrestricted grant) Amount $100,000 Title: Reconciling Privacy and Usability by Learning Default Privacy Policies PI: N. Sadeh Organization: CyLab/Army Research Office Duration: 09/01/10-08/31/12 Amount: $120,000 Title: User-Controllable Security and Privacy for Pervasive Computing PI: N. Sadeh, L. Cranor, J. Hong, M. Reiter Agency: NSF Grant No.: Cybertrust -CNS 0627513 Duration: 09/01/06-08/31/11 Award Amount: $1,112,000 Title: Empowering Lay Users to Control Complex Privacy and Communication

Policies PI: N. Sadeh Company: Microsoft Research (CMU Center for Computational Thinking) Duration: 09/01/08-08/31/09 Amount: $100,000 Title: Empowering Mobile Users to Effectively Control their Privacy in a Friend

Finder Application: Scaling up to a Campus-wide Pilot PI: N. Sadeh, L. Cranor, J. Hong Company: CyLab/Army Research Office Duration: 09/01/08-08/31/09 Amount: $200,000 Title: Trusted-Context Aware Service Enablers PI: N. Sadeh Company: Nortel/CyLab Duration: 09/01/08-08/31/09 Amount: $65,000 (unrestricted gift to Mobile Commerce Lab) Title: Location Privacy PI: Sadeh Organization: France Telecom (Orange) Duration: 2009-2010 Amount: $25,000 (unrestricted gift to Mobile Commerce Lab) Title: User-Controllable Security and Privacy for Mobile Social Networking

PI: N. Sadeh, L. Cranor. J. Hong. Organization: CyLab/Army Research Office Duration: 09/01/09-08/31/10 Amount: $80,000 Title: User-Controllable Security and Privacy PI: N. Sadeh Company: Nokia Duration: 06/01/07-05/31/09 Amount: $100,000 (unrestricted gift) Title: “Multi-attribute negotiation for dynamic supply chains” PI: N. Sadeh Agency: University of Michigan (NSF ITR) Grant No: A002303 Duration: 7/1/02-6/30/08 Amount: $749,847 Title: Semantic Web Infrastructure for Multi-Attribute Trust Management in

Dynamic Virtual Organizations PI: N. Sadeh Agency: University of Michigan (NSF ITR) Grant No: A002303 Duration: 7/1/05-6/30/08 Amount: $50,000 Title: Adaptive Supply Chain Trading Technologies PI: N. Sadeh Company: SAP LABS, LLC Duration: 06/12/07-06/11/08 Amount: $160,000 Title: Usable Security & Privacy for Pervasive Computing PI: N. Sadeh Agency: ARO Grant No: DAAD190210389 Duration: 9/1/02-6/30/08 Amount: $418,867 Title: User-Controllable Security and Privacy PI: N. Sadeh Company: Nokia Duration: 06/01/07 Amount: Equipment grant: $100,000 Title: Selective Obfuscation of ERP Data PI: N. Sadeh

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Company: SAP (unrestricted gift) Duration: 06/07 Award Amount: $30,000 Title: ERP Data Obfuscation PI: N. Sadeh Agency: ARO Grant No: DAAD190210389 Duration: 9/1/02-6/30/08 Amount: $ 75,000 Title: Supporting Trust Decisions PI: Cranor, Acquisti, Downs, Hong, Sadeh. Agency: NSF Grant No. Cybertrust - CNS 0524189 Duration: 09/01/05-08/31/09 Amount: $1,650,000 Title: Combating Phishing Attacks PI: Cranor. Acquisti, Hong, Sadeh Agency: Portugal Telecom (via CyLab) Duration: 7/01/07-06/30/08 Amount: $120,000 Title: Gift to Mobile Commerce Lab. PI: N. Sadeh Agency: France Telecom Duration: 05/01/07- Award Amount: $80,000 (unrestricted gift) Title: Supply Chain Trading Competition«Title» PI: N. Sadeh Company: SAP Duration: 09/01/06 Award Amount: $15,000 (unrestricted gift to the e-Supply Chain Management Lab) Title: Preventing Semantic Attacks PI: Cranor, Acquisti, Hong, Sadeh Agency: ARO Grant No: DAAD190210389 Duration: 08/01/05-07/31/07 Amount: $221,024 Title: Semantic Web Technologies PI: N. Sadeh Agency: SAP Duration: 08/01/05-12/31/05

Amount: $40,000 (unrestricted gift) Title: Enforcing Context-Sensitive Privacy and Security Policies«Title» PI: N. Sadeh Agency: ARO Grant No: AAD190210389 Duration: 08/01/04-07/31/05 Award Amount: $74,500 Title: Semantic Web Services PI: N. Sadeh Company: Fujitsu Duration: 2003 Award Amount: $60,000 (unrestricted gift) Title: Logistics Planning and Scheduling for 3rd Party Logistics Providers PI: N. Sadeh and T. Chen Agency: Institute for Information Industry, Taiwan Duration: 05/01/05-06/30/06 Award Amount: $75,000 Title: Privacy-Sensitive Contextual Information Services and Semantic Web

Technologies for a Personal Museum Tour Guide PI: N. Sadeh and T. Chen Agency: Institute for Information Industry, Taiwan Duration: 04/01/04-06/30/05 Award Amount: $70,000 Title: Semantic Web Technologies for Context-Aware Message Delivery PI: N. Sadeh and T. Chen Agency: Institute for Information Industry, Taiwan Duration: 10/01/03-12//31/03 Award Amount: $20,000 Title: Semantic Web Technologies for Context-Aware Message Delivery PI: N. Sadeh Company: HP Duration: 2003 Award Amount: $50,000 (unrestricted gift & equipment grant) Title: Semantic Web Environment for Context-Aware Mobile Services PI: N. Sadeh Agency: AFRL/DARPA (DAML initiative – F30602-02-2-0035) Duration: 10/01/02-09/30/05 Award Amount: $264,470

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Title: Semantic Web Environment for Context-Aware Mobile Services PI: SADEH-KONIECPOL Agency: DARPA Duration: 10/01/01-09/30/02 Award Amount: $200,000 Title: Faculty Partnership Award PI: N. Sadeh Company: IBM Duration: 10/01/01-09/30/02 Award Amount: $45,000 Title: Affordable Multi-Missile Manufacturing (AM3) PI: Sadeh, N., Smith, S Agency: ARPA – subcontract from Raytheon Duration: 1995 Award Amount: $293,658 Title: An Integrated process Planning/Production Scheduling Module for Agile

Manufacturing PI: N. Sadeh Company: ARPA – subcontract from Raytheon Company Duration: 1995 Award Amount: $590,333 Title: Agent-Based Supply Chain Modeling and Analysis PI: Sadeh, N. Company: IBM Duration: 1994 Award Amount: $35,000 Title: Knowledge-Based Scheduling: Micro-Boss Pilot PI: Smith, S., Sadeh, N. Company BBN Duration: 1993-1994 Award Amount: $300,000 Title: Knowledge-Based Scheduling PI: Sadeh, N. Agency: DARPA Grant No. F30602-91-F-0016 Duration: 1991-1993 Award Amount: $2,100,000 Title: Micro-Opportunistic Scheduling PI: Sadeh, N.

Company: Komatsu Duration: 1991-1992 Award Amount: $90,000 (unrestricted gift) Title: Adaptive Simulated Annealing PI: Sadeh, N. Company: NEC Duration: 1992 Award Amount: $50,000 (unrestricted gift)