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BIOMETRICS LAB Biometric Standards, Performance and Assurance Laboratory Department of Technology, Leadership and Innovation STEPHEN ELLIOTT IPBC 2012 – 3/7/2012 – PANEL DISCUSSION

(2012) Whats missing in biometric testing

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Panel presentation on "What is missing in Biometric Testing". Other panel presentations are available on the NIST IBPC website.

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Page 1: (2012) Whats missing in biometric testing

BIOMETRICS LABBiometric Standards, Performance and Assurance LaboratoryDepartment of Technology, Leadership and Innovation

STEPHEN ELLIOTTIPBC 2012 – 3/7/2012

BIOMETRIC TESTING – PANEL DISCUSSION

Page 2: (2012) Whats missing in biometric testing

BIOMETRICS LABBiometric Standards, Performance and Assurance LaboratoryDepartment of Technology, Leadership and Innovation

WHAT IS MISSING IN BIOMETRIC TESTING

Page 3: (2012) Whats missing in biometric testing

BIOMETRIC TESTING

• Traditional biometric testing– Algorithm testing

• Well established metrics• Well understood testing methodologies

• Operational testing– Harder to do

• Access to environments• Test methodologies dependent in some cases on

the test

Page 4: (2012) Whats missing in biometric testing

TESTING AND EVALUATION

• Essentially trying to understand how a system performs– Maybe more fundamentally – who or what is

causing the errors

Page 5: (2012) Whats missing in biometric testing

BIOMETRICS LABBiometric Standards, Performance and Assurance LaboratoryDepartment of Technology, Leadership and Innovation

PROBABLY NOT MISSING, BUT HARD TO DO

Page 6: (2012) Whats missing in biometric testing

GAPS IN BIOMETRIC TESTING

• There have been several papers on the contribution of individual error on performance– What causes these errors?

• There are some papers that examine meta-data and the contribution of variables (age) and examines the training of algorithms

Page 7: (2012) Whats missing in biometric testing

GAPS IN BIOMETRIC TESTING

• Training– How do users get accustomed to devices– Can they remember how to use them– How do we provide good training to the

users that has a consistent message

Page 8: (2012) Whats missing in biometric testing

GAPS IN BIOMETRIC TESTING

• Accessibility– How many people know people (!) who have

problems with interacting with a biometric systems

– How do we deal with accessibility and usability issues

• Hearing and sight issues

Page 9: (2012) Whats missing in biometric testing

GAPS IN BIOMETRIC TESTING

• Human Factors– Testing and evaluating biometric systems by

looking at how the users interact with the system

• Are performance results different in an operational environment than collect in a lab?

• Are these performance results due to the environment?

Page 10: (2012) Whats missing in biometric testing

GAPS IN BIOMETRIC TESTING

• It the error always subject centric?– The role of the device?– The role of the operator?

Page 11: (2012) Whats missing in biometric testing

BIOMETRICS LABBiometric Standards, Performance and Assurance LaboratoryDepartment of Technology, Leadership and Innovation

FILLING IN THOSE GAPS

Page 12: (2012) Whats missing in biometric testing

WORK IN PROGRESS

• Interaction methodologies such as HBSI have been addressing issues such as interaction errors from the subject perspective

• Developed a framework for the establishment of metrics

• Continual work on defining those metrics• Evaluation methodology

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INTERACTION

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AND MY TIME IS UP…

• An additional presentation on the Evolution of the HBSI model is tomorrow.