Biometrics
Publications for keyword "Biometrics"
2024
| Vulnerability of State-of-the-Art Face Recognition Models to Template Inversion Attack, , and , in: IEEE Transactions on Information Forensics and Security, 2024 |
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2023
| Measuring Linkability of Protected Biometric Templates Using Maximal Leakage, , and , in: IEEE Transactions on Information Forensics and Security, 18:2262 - 2275, 2023 |
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| MLP-Hash: Protecting Face Templates via Hashing of Randomized Multi-Layer Perceptron, , and , in: Proceedings of the 31st European Signal Processing Conference, Helsinki, Finland, 2023 |
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2022
| An anomaly detection approach for backdoored neural networks: face recognition as a case study, and , Idiap-RR-08-2022 |
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| An anomaly detection approach for backdoored neural networks: face recognition as a case study, and , in: 21st International Conference of the Biometrics Special Interest Group (BIOSIG 2022), Darmstadt, Germany, 2022 |
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| Are GAN-based Morphs Threatening Face Recognition?, , , and , in: International Conference on Acoustics, Speech and Signal Processing, 2022 |
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| Fairness Index Measures to Evaluate Bias in Biometric Recognition, and , in: International Conference on Pattern Recognition Workshops, 2022 |
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| Using synthetic fingerprint images to test the performance of an AFIS system, , Université de Lausanne, 2022 |
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2021
| On the Recognition Performance of BioHashing on state-of-the-art Face Recognition models, , and , in: Proceedings of the 13th IEEE International Workshop on Information Forensics and Security (WIFS), Montpellier, France, IEEE, 2021 |
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| Towards Protecting and Enhancing Vascular Biometric Recognition methods via Biohashing and Deep Neural Networks, and , in: IEEE Transactions on Biometrics, Behavior, and Identity Science, 2021 |
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2020
| Detection of disguised speech in forensic science by humans and automatic systems, , Université de Lausanne Ecole des Sciences Criminelles, 2020 |
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| Smartphone Multi-modal Biometric Authentication: Database and Evaluation, , , , , , , , and , Idiap-RR-17-2020 |
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| Vulnerability Analysis of Face Morphing Attacks from Landmarks and Generative Adversarial Networks, , , and , Idiap-RR-38-2020 |
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2017
| BEAT: An Open-Source Web-Based Open-Science Platform, , and , Idiap-RR-14-2017 |
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2015
| Biometrics systems under spoofing attack: an evaluation methodology and lessons learned, , , and , in: IEEE Signal Processing Magazine, 2015 |
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| Finger vein Liveness Detection Using Motion Magnification, , , and , in: IEEE International Conference on Biometrics: Theory, Applications and Systems, pages 1-7, 2015 |
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2014
| On the Vulnerability of Finger Vein Recognition to Spoofing, , and , in: IEEE International Conference of the Biometrics Special Interest Group (BIOSIG), Darmstadt, Germay, pages 1 - 10, IEEE, 2014 |
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2012
| An Open Source Framework for Standardized Comparisons of Face Recognition Algorithms, , and , in: Computer Vision - ECCV 2012. Workshops and Demonstrations, Idiap Research Institute, Heidelberg, pages 547-556, Springer Berlin, 2012 |
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| Bob: a free signal processing and machine learning toolbox for researchers, , , , , and , Idiap-RR-25-2012 |
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| On the Effectiveness of Local Binary Patterns in Face Anti-spoofing, , and , Idiap-RR-19-2012 |
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