Adaptive Thresholding for Fair and Robust Biometric Authentication

Author:

Verheyen Willem1ORCID

Affiliation:

1. DistriNet, KU Leuven, Leuven, Belgium

Funder

Flemish Research Programme Cybersecurity

Research Fund KU Leuven

Publisher

ACM

Reference5 articles.

1. Bharat Bohara . 2020. Adaptive Threshold for Better Performance of the Recognition and Re-identification Models. CoRR abs/2012.14305 ( 2020 ). arXiv:2012.14305 https://arxiv.org/abs/2012.14305 Bharat Bohara. 2020. Adaptive Threshold for Better Performance of the Recognition and Re-identification Models. CoRR abs/2012.14305 (2020). arXiv:2012.14305 https://arxiv.org/abs/2012.14305

2. Hsin-Rung Chou , Jia-Hong Lee , Yi-Ming Chan , and Chu-Song Chen . 2019 . Data-Specific Adaptive Threshold for Face Recognition and Authentication. In 2019 IEEE Conference on Multimedia Information Processing and Retrieval (MIPR). 153--156 . Hsin-Rung Chou, Jia-Hong Lee, Yi-Ming Chan, and Chu-Song Chen. 2019. Data-Specific Adaptive Threshold for Face Recognition and Authentication. In 2019 IEEE Conference on Multimedia Information Processing and Retrieval (MIPR). 153--156.

3. Ioannis Sarridis , Christos Koutlis , Symeon Papadopoulos , and Christos Diou . 2023. Towards Fair Face Verification: An In-depth Analysis of Demographic Biases. arXiv preprint arXiv:2307.10011 ( 2023 ). Ioannis Sarridis, Christos Koutlis, Symeon Papadopoulos, and Christos Diou. 2023. Towards Fair Face Verification: An In-depth Analysis of Demographic Biases. arXiv preprint arXiv:2307.10011 (2023).

4. Ethical AI in facial expression analysis: racial bias

5. Beware the Doppelgänger: Attacks against Adaptive Thresholds in Facial Recognition Systems

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