presenter: dr. karl ricanek, jr. director face aging group dept. of computer science, uncw

Biometrics, Security, & You

Presenter: Dr. Karl Ricanek, Jr.Director Face Aging Group

Dept. of Computer Science, UNCW

Biometric Weekly Meetings (Spring 09) 2

Overview Biometrics Definition History of Biometrics Biometrics Overview Variety of Biometric Technology Anatomy of a Biometric

Face recognition biometric deep dive Acquiring face, features of face used, similarity measures, etc.

Remaining challenges of FR Biometrics, Security and You

Security needs for biometrics Why implement biometrics for security? Where can we find biometrics in use today? What are the future trends for biometrics? Is the movie “Minority Report” on

target? What are you opinions of a pervasive use of biometrics for security purposes?

Wrap Up / Q&A

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Biometrics Definition Biometrics (wikipedia) -- Biometrics are used to identify the identity of an input sample

when compared to a template, used in cases to identify specific people by certain characteristics.

possession-based: using one specific "token" such as a security tag or a card knowledge-based: the use of a code or password.

Biometrics (questbiometric.com) -- The word "biometrics" is derived from the Greek words 'bios' and 'metric' ; which means life and measurement respectively. This directly translates into "life measurement”. General science has included biometrics as a field of statistical development since the early twentieth century. A very good example is the statistical analysis of data from agricultural field experiments comparing the yields of different varieties of wheat. In this way, science is taking a life measurement of the agriculture to ultimately determine more efficient methods of growth.

Biometrics technologies measure a particular set of a person's vital statistics in order to determine identity.

Biometrics in the high technology sector refers to a particular class of identification technologies. These technologies use an individual's unique biological traits to determine one's identity. The traits that are considered include fingerprints, retina and iris patterns, facial characteristics and many more.

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History of Biometrics The earliest written record of biometric use was by the Egyptians during

the building of the great pyramids. The workforce for building the pyramids has been estimated in the tens of thousands. Payments were recorded based on identifying characteristics of the person,

parentage, and place of birth. China 14th Century – merchants stamped children’s palm prints and

footprints on paper with ink to differentiate the young children. Practice is in use today throughout the world.

Alphonse Bertillon (Paris 1890) – developed a system track criminals by taking multiple body measurements. The system known as Bertillonage was used for years until it was discovered that some people had the same body measures. (not a unique measure.)

Richard Edward Henry (Scotland Yard) – is credited for developing the fingerprinting method. (Note: that the Chinese had been doing this for centuries prior.)

The last three decades has seen an explosion in the development of, and use of, biometrics. An impetus was the tragedy of September 11.

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Biometrics OverviewThe security field uses three different types of

identification: Something You Know —a password, PIN, or piece

of personal information (such as your mother's maiden name);

Something You Have—a card key, smart card, or token (like a Secure ID card); and/or

Something You Are—a biometric. Of these, a biometric is the most secure and

convenient authentication tool. It can't be borrowed, stolen, or forgotten, and forging one is practically impossible.

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Biometrics Overview (cont.)Types of Authentication

Identification (1 to many) - A task where the biometric system searches a database for a reference matching a submitted biometric sample, and if found, returns a corresponding identity. A biometric is collected and compared to all the references in a database. Identification is “closed-set” if the person is known to exist in the database.

Verification (1 to 1) - A task where the biometric system attempts to confirm an individual’s claimed identity by comparing a submitted sample to one or more previously enrolled templates.

Watch List (1 to few) - The biometric system determines if the individual’s biometric template matches a biometric template of someone on the watch list. The individual does not make an identity claim.

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Biometrics Overview (cont.)Characteristics of a biometric for

authentication:Uniqueness -The same trait will not appear in

two people.Universality -The trait has to occur in many

people as possible. Permanence -The trait does not change over

time. Measurability -The trait can be measured with

simple technical instruments. User friendliness -The trait is easily measured

with minimal discomfort. 1/28/09


Variety of BiometricsTwo categories of biometrics:

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Variety of Biometrics (cont.)Passive Biometrics – does not require active

participation by subject. Face Recognition: The identification of a person

by their facial image characteristics. Voice Recognition: Identification using the

acoustic features of speech that have been found to differ between individuals. (partial passive)

Iris Recognition: This identification method uses the unique characterizes of the iris. (partial passive)

Gait Recognition: This identification method uses the unique characteristics of a person’s walking pattern differentiate people.

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Variety of Biometrics (cont.) Active Biometrics – does require active participation of subject.

Fingerprint Recognition: Identification by using patterns of friction ridges and valleys on an individual's fingertips are unique to that individual. By far the most widely accepted biometric.

Hand and Finger Geometry: Identification by measuring either physical characteristics of the fingers or the hands.

Signature Verification: Identification using the dynamic analysis of a signature to authenticate a person (keystroke biometric is a derivative of this form of biometric).

Venial Recognition: A system for Identification using a persons unique vein patterns (retina recognition is a form).

Palm Print Recognition: Uses the lines on one's palm to identify an individual (similar to fingerprint recognition).

Bio-signal Recognition: Identification by analyzing signals generated by the body through its normal chemical/electrical (neural/nervous) system. (Still in its infancy as a biometric.)

DNA: Identification based on the unique sequence of DNA that all persons have.

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Variety of Biometrics (cont.)Multimodal biometric systems are those that utilize

more than one physiological or behavioral characteristic for enrollment, verification, or authentication.

Multi-modal biometric systems are looked to as a means of: reducing false non-match and false match rates,providing a secondary means of enrollment,

verification, and identification if sufficient data cannot be acquired from a given biometric sample, and

combating attempts to spoof biometric systems through non-live data sources such as fake fingers.

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Anatomy of a BiometricFace Recognition (identification) – identifies people from

images of their face when presented to the system. Process

Enrollment -- faces associated with a group must be “enrolled” into the system. The process of enrollment involves extracting specific features from the face image and projecting them in to a hyper dimensional space (face space).

Query/probe – the face to be identified is presented to the system. The system extracts the features that it uses and projects the face into the face space.

Similarity Measure – the system generates a similarity score of the probe against all enrolled faces. The system uses a criteria to determine which of the enrolled faces it should match to, if any at all. (The probe may not be a known person, i.e. a person not enrolled.)

Identification – the system selects the best enrolled candidate and returns it to the end-user, if a match is determined likely.

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Anatomy of a Biometric (cont.)Enrollment : Capture and processing of user biometric data for use by system in subsequent authentication operations.

Acquire and DigitizeBiometric Data

ExtractHigh Quality Biometric Features/Representation

Formulate Biometric Feature/Rep Template

DatabaseTemplate Repository

Authentication/Verification : Capture and processing of user biometric data in order to render an authentication decision based on the outcome of a matching process of the stored to current template.

Acquire and DigitizeBiometric Data

ExtractHigh Quality Biometric Features/Representation

Formulate Biometric Feature/Rep Template

Template Matcher

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Anatomy of a Biometric (cont.)FR’s remaining challenges:

FR has been an active research topic for the last two decades and many system challenges have been overcome: lateral pose – from left profile to full frontal to right profile (use 3D model

correction) angular pose – up/down head position profile (use 3D model correction) azimuth pose – tilt of the head profile (use 3D model correction) lighting/shadowing – lighting differences between enrolled and probe images

has almost been eliminated as a source of error. Strong angular lighting/shadowing is still a research topic. (Use lighting models to correct.)

facial expression/gesture – has made significant in roads over the last decade. A facial gesture can change the location of features and the shape of the face. (Still being resolved.)

aging of face – an aging face undergoes significant changes that affect the shape and appearance of the face in unpredictable manner. The problem is further exacerbated by the nonlinear effects of age and the multitude of parameters that contribute to aging, e.g. sun exposure, smoking, drugs, genetics, gender, ethnicity, etc. (My research team is working to resolve these issues.)

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Anatomy of a Biometric (cont.)Example of typical aging:

Caucasian male 18 - 42 Caucasian female 32 - 44

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Anatomy of a Biometric (cont.)Facial model demonstration.

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Biometrics, Security, & YouSecurity needs for biometrics:

Physical Security: Access to a physical location such as a building or room.

Cyber Security: Access to an organization’s network through a biometrically authenticated login schema.

Transactional Security: Any monetary transaction which biometrically authenticates, accesses, and atomically debits or credits the user’s account.

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Biometrics, Security, & You (cont.)Why implement biometrics for security?

Convenience for users Control for businesses Inexpensive implementation Price/Performance curves dropping Saves money (i.e., no need for producing keys, etc.) Accountability/Non-Repudiation Improved

identification (i.e., authentication, verification, impersonation)

Improved audit trail Less administration (i.e., paperwork, cards, etc.) More security (depends on implementation)

Biometric Weekly Meetings (Spring 09)1/28/09


Biometrics, Security, & You (cont.)Where can we find biometrics in use today?

Voter Registration Driver Licensing Border Control Passport / VISA Welfare / Government Insurance (WIC) Criminal ID / Wanted Persons Lookup Jail Management Airports / Frequent Traveler / Passenger Tracking Check Cashing eCommerce & Financial Services

Identity Theft ranked as the number one complaint for the fourth year in a row, with 635,000 reported instances in 2004, up 300 percent from last year's figure of 161,819

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Biometrics, Security, & You (cont.)Where can we find biometrics in use today?

At Walt Disney World biometric measurements are taken from the fingers of guests to ensure that the person's ticket is used by the same person from day to day

At your local Harris Teeter grocery chain. They use a finger geometry system for electronic checking.

Your local bank uses fingerprinting techniques for authentication.

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Biometrics, Security, & You (cont.)Examples from www.youtube.com

http://www.youtube.com/watch?v=H2a0KYtG97E

http://www.youtube.com/watch?v=R-EjqmxH_wQ

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http://www.youtube.com/watch?v=H2a0KYtG97E

http://www.youtube.com/watch?v=R-EjqmxH_wQ


Biometrics, Security, & You (cont.)FBI has an initiative to collect biometric data

on all citizens. This is a new initiative that flies in the face of citizens rights over security. More details can be found at: http://www.youtube.com/swf/l.swf?video_id=jADItDHOHOA

What are your opinions of a pervasive use of biometrics for security purposes?

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http://www.youtube.com/swf/l.swf?video_id=jADItDHOHOA

http://www.youtube.com/swf/l.swf?video_id=jADItDHOHOA


Biometrics, Security, & You (cont.)What are the future trends for biometrics? Is

the movie “Minority Report” on target?http://www.youtube.com/watch?v=oBaiKsYUdvg

1/28/09

http://www.youtube.com/watch?v=oBaiKsYUdvg


ClosingWrap-up

Biometrics are here to stay. We have grown accustomed to their use and utility within our communities. Biometrics will continue to invade our daily lives. Minority Report like capabilities are on the horizon and will be in place in the next decade or two.

Questions & Answers.

1/28/09


References1. www.computer.org/itpro/homepage/Jan_Feb/

security3.htm2. www.veid.net/Applications/biometrics.htm 3. http://www.biometricscatalog.org/biometrics

/GlossaryDec2005.pdf

4. http://www.biometrics.gov/NSTC/Presentations.aspx

5. http://en.wikipedia.org/wiki/Biometric 6. http://www.questbiometrics.com/

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http://www.computer.org/itpro/homepage/Jan_Feb/security3.htm

http://www.computer.org/itpro/homepage/Jan_Feb/security3.htm

http://www.veid.net/Applications/biometrics.htm

http://www.biometricscatalog.org/biometrics/GlossaryDec2005.pdf

http://www.biometricscatalog.org/biometrics/GlossaryDec2005.pdf

http://www.biometrics.gov/NSTC/Presentations.aspx

http://www.biometrics.gov/NSTC/Presentations.aspx

http://en.wikipedia.org/wiki/Biometric

http://www.questbiometrics.com/

presenter: dr. karl ricanek, jr. director face aging group dept. of computer science, uncw

Documents

biometrics technologies

word biometrics

pervasive use of biometrics

uncw slide

security tag

security needs

security purposes

life measurement