privad: practical privacy in online advertising

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PRIVAD: PRACTICAL PRIVACY IN ONLINE ADVERTISING Offense: Arindam Paul

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PRIVAD: Practical Privacy in ONLINE ADVERTISING. Offense: Arindam Paul. An “Utopian” Assumption. “ Our design assumes that privacy advocates will be hard to win over, and therefore favors privacy concerns over business concerns ” We are talking about advertisement - PowerPoint PPT Presentation

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Page 1: PRIVAD: Practical Privacy in ONLINE ADVERTISING

PRIVAD: PRACTICAL PRIVACY IN ONLINE ADVERTISINGOffense: Arindam Paul

Page 2: PRIVAD: Practical Privacy in ONLINE ADVERTISING

An “Utopian” Assumption “Our design assumes that privacy

advocates will be hard to win over, and therefore favors privacy concerns over business concerns” We are talking about advertisement This has got to do everything with business Nothing which affects profitability of the big

players is going to work in the real world Why would the brokers (e.g. Google) even

agree to be bound to such a model ?

Page 3: PRIVAD: Practical Privacy in ONLINE ADVERTISING

What they themselves say? “Entrenched players like Google have

strong incentives, lobbying power and the capital needed to maintain the status quo”

“Powerful ISPs successfully resisted new regulations threatening their business model” So, why now they would be ready now ?

Page 4: PRIVAD: Practical Privacy in ONLINE ADVERTISING

Third Parties None of the models which have suggested

usage of a 3rd party has worked in real life. “For sale: Your Data, By: You” by Riederer

et.al This paper

How to arrange for trusted/untrusted 3rd parties is an unsolved problem in the Internet community Reasons cited:

Greed (business sense), politics, etc.

Page 5: PRIVAD: Practical Privacy in ONLINE ADVERTISING

Significant change from current model

Adding two extra redirections in an already complex model (Publisher, Broker, Advertiser) Dealer Monitor (at Client)

Page 6: PRIVAD: Practical Privacy in ONLINE ADVERTISING

Dealer Run by “untrusted third party

organizations” Paper states cost of dealer will be met by

“privacy advocates” ??? No such instance of funding found even in

“more” privacy aware EU

Page 7: PRIVAD: Practical Privacy in ONLINE ADVERTISING

Monitor at Client No real incentive

For testing, MSR paid money for installing Depended on “forgetfulness” of these paid

users to collect data

Page 8: PRIVAD: Practical Privacy in ONLINE ADVERTISING

BETTER & SIMPLER ALTERNATIVES

Page 9: PRIVAD: Practical Privacy in ONLINE ADVERTISING

What Privacy Advocates say? Softer requirements of “Privacy

Advocates” “Individuals be able to control their

personal information” “Hold accountable organizations

responsible” Much easily possible by simple browser

extensions and “Opt Out” features

Page 10: PRIVAD: Practical Privacy in ONLINE ADVERTISING

Ad Block Plus Gives option of removing ads altogether “Privad is not aimed for users that

disable ads altogether” Ad Block Plus also allows option of keeping

of relevant ads Present well before 2011

Page 11: PRIVAD: Practical Privacy in ONLINE ADVERTISING

Do Not Track

Page 12: PRIVAD: Practical Privacy in ONLINE ADVERTISING

Other Extensions Some Internet and software

development firms have created individual browser extensions that permit users to opt out of tracking cookies from a wide range of advertising networks.  Targeted Advertising Cookie Opt-Out

(TACO) helps Internet users avoid and remove tracking cookies from 27 advertising networks.

Page 13: PRIVAD: Practical Privacy in ONLINE ADVERTISING

SERIOUS LIMITATIONS

Page 14: PRIVAD: Practical Privacy in ONLINE ADVERTISING

CLICK-FRAUD Per User Thresholds Blacklist Honeyfarms Historical Statistics Premium Clicks Bait Ads

“Overall these mechanisms have effect of more-or-less putting Privad back on an even footing with current ad networks as far as click-fraud”

Page 15: PRIVAD: Practical Privacy in ONLINE ADVERTISING

CLICK FRAUD AND DEPLOYMENT No mention of click-fraud detection

success in the evaluation If this is so successful, why not any

measurement results ?

Page 16: PRIVAD: Practical Privacy in ONLINE ADVERTISING

Ads at localhost Does Google or well-known brokers not

better at understanding user profiles and giving ads ?

Tries to mimic the broker algorithms ??? They suggest a “simple” broker model

Doubt Google would like or trust these “Ads”

Most of their money is driven by personalized/contextual ads

Page 17: PRIVAD: Practical Privacy in ONLINE ADVERTISING

Malware “Malware today can learn anything. The client is

able to learn, and so not protecting against this threat does not qualitatively change anything.” ??? Malware gets ready-made profiled data No need to monitor over time to build data

Actually, this gives an incentive to un-trusted organizations to steal and then sell private data Google or XYZ ?

The assumption of “honest but curious” no longer holds for XYZ

Page 18: PRIVAD: Practical Privacy in ONLINE ADVERTISING

Practicality and Novelty “Privad scales to present-day needs”

No testing on mobile users ??? Battery usage

“During 12 months deployment, we have not received any negative feedback” 7 days contract ???

General lack of Novelty Very similar to previous Hotnets Paper No real addition Still only pilot testing No mention of any revenue model

Page 19: PRIVAD: Practical Privacy in ONLINE ADVERTISING

“After the click happens” “Privad gives unscrupulous advertisers

more information than they get today” Will the “privacy-advocates” not say

anything now?

No clear mention of CPI, CPC and CPA Almost every ad paper has these terms

Page 20: PRIVAD: Practical Privacy in ONLINE ADVERTISING

What the research community say ? First author in his next paper: “Need to

adequately explore how to operate the auctions that are critical to current advertising systems. Without this component, these systems leave unanswered what revenue the broker (i.e. an ad network like Google) can earn, thereby reducing the likelihood that a non-tracking advertising system will be of commercial interest.”

Page 21: PRIVAD: Practical Privacy in ONLINE ADVERTISING

What the research community say ? “These proposals require a shift in the paradigm of

online advertising, where the ad brokers relinquish the control of the way profiling and matching is performed and rely on a weaker client-side model of the user, which seems unlikely in the near-term.”-Korolova A., Journal of Privacy and Confidentiality

“Privad can not trust ad-networks and anonymizes every piece of information sent by the client. This anonymization impacts performance and makes click-fraud harder to detect.”-Toubiana et. Al (Adnostic)

Page 22: PRIVAD: Practical Privacy in ONLINE ADVERTISING

THANK YOU