EAB virtual events series – Demographic Fairness in Biometric Systems
| Date: | 2021-03-30 (13:30-17:10) | Location: | Virtual Conference; access data will be sent to the participants short before the event. |
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Organizer: European Association for Biometrics (EAB) in cooperation with Hochschule Darmstadt and Fraunhofer IGD Organizing Committee: Dinusha Frings, Pawel Drozdowski (Hochschule Darmstadt), Christian Rathgeb (Hochschule Darmstadt), Naser Damer (Fraunhofer IGD)
Entrance fees: normal: 200,00 € (excl. VAT) / EAB members: 100,00 € (excl. VAT) / EAB Members - Students (BSc, MSc, PhD): 0,00 € / Speakers: 0,00 €
Monday, 15 March 2021
| Virtual Conference Day 1 | |||
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| 12:00 |
Networking Lounge open |
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| 13:00 | Dinusha Frings Pawel Drozdowski |
Official opening Virtual Conference Day 1 |
European Association for Biometrics EAB Hochschule Darmstadt |
| Session Chair: Pawel Drozdowski | |||
| 13:15 | Margherita Natali |
Border Security and Management: The Responsible Use and Sharing of Biomterics to Counter Terrorism EAB members may download additional files for this topic.
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UN Office on Counter Terrorism (UNOCT) |
| 13:40 | Patrick Grother |
Demographic differentials in face recognition algorithms EAB members may download additional files for this topic.
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National Institute of Standards and Technology |
| 14:20 |
Coffee break |
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| Session Chair: Christian Rathgeb | |||
| 14:35 | Aythami Morales |
Exploring new privacy preserving feature representations: method and applications EAB members may download additional files for this topic.
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Universidad Autónoma Madrid |
| 15:15 | Vincent Despiegel |
Fairness for Face Recognition EAB members may download additional files for this topic.
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IDEMIA |
| 15:55 |
Coffee break |
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| Session Chair: Naser Damer | |||
| 16:10 | - |
Panel discussion
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| 17:10 | Dinusha Frings Naser Damer |
Summary & Key Take-Aways of the Day |
European Association for Biometrics EAB Fraunhofer IGD |
| 17:20 Official end of Conference Day 1 | |||
| 17:20 | Philipp Terhörst |
Demo: Exploring Demographic Biases |
Fraunhofer IGD |
| 18:00 |
Networking Lounge closed |
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Tuesday, 30 March 2021
| Virtual Conference Day 2 | |||
|---|---|---|---|
| 12:00 |
Networking Lounge open |
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| 13:30 | Dinusha Frings Pawel Drozdowski |
Official opening Virtual Conference Day 2 |
European Association for Biometrics EAB Hochschule Darmstadt |
| Session Chair: Pawel Drozdowski | |||
| 13:45 | Yevgeniy Sirotin |
Demographic variation in the performance of biometric systems: insights gained from large-scale scenario testing EAB members may download additional files for this topic.
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Maryland Test Facility |
| 14:25 | Jacob Hasselgren John Howard |
Developments in ISO 19795-10: Measuring Performance Across Demographic Groups EAB members may download additional files for this topic.
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Maryland Test Facility |
| 15:05 |
Coffee break |
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| Session Chair: Naser Damer | |||
| 15:20 | Tiago de Freitas Pereira |
Demographic Disparities on Biometrics: an overview on how to assess it at different levels in biometric recognition pipelines EAB members may download additional files for this topic.
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Idiap Research Institute |
| 16:00 | - |
Panel discussion
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| 17:00 | Dinusha Frings Naser Damer |
Summary & Key Take-Aways of the Event |
European Association for Biometrics EAB Fraunhofer IGD |
| 17:10 Official end of Conference Day 2 | |||
| 17:10 | Philipp Terhörst |
Demo: Exploring Demographic Biases |
Fraunhofer IGD |
| 17:10 | Aythami Morales |
Demo: FairCVtest |
Universidad Autónoma Madrid |
| 18:00 |
Networking Lounge closed |
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Algorithmic decision systems have frequently been labelled as “biased”, “racist”, “sexist”, “unfair” by numerous media outlets, organisations, and researchers. Are such assessments justified? Should citizens and policymakers be concerned? What is the current state of the research? How can variation across demographic groups be quantified in evaluations of such systems? These and other related matters have recently become a hot topic in the context of biometric technologies, which are ubiquitous in personal, commercial, and governmental applications. Biometrics represent an integral component of many surveillance, access control and operational identity management systems, thus directly or indirectly affecting billions of people all around the world.





