Expertise
Computer Science
- Biometric Template Protection
- Homomorphic Encryption
- Adversarial Machine Learning
- Attack
- Protection Scheme
- Biometrics
- Biometric Data
- Face Recognition
Organisations
Publications
2023
Improved Multiplication-Free Biometric Recognition under EncryptionIEEE Transactions on Biometrics, Behavior, and Identity Science (E-pub ahead of print/First online). Bassit, A., Hahn, F., Veldhuis, R. & Peter, A.https://doi.org/10.1109/TBIOM.2023.3340306Fast and Accurate Biometric Search under Encryption. University of Twente. Bassit, A.https://doi.org/10.3990/1.9789036559218Multiplication-Free Biometric Recognition for Faster Processing under EncryptionIn 2022 IEEE International Joint Conference on Biometrics (IJCB) . IEEE. Bassit, A., Hahn, F., Veldhuis, R. N. J. & Peter, A.https://doi.org/10.1109/IJCB54206.2022.10007958Remote Cancelable Biometric System for Verification and Identification ApplicationsIn IEEE International Conference of the Biometrics Special Interest Group (BIOSIG) 2023. IEEE. Otroshi Shahreza, H., Bassit, A., Veldhuis, R. & Marcel, S.Template Recovery Attack on Homomorphically Encrypted Biometric Recognition Systems with Unprotected Threshold ComparisonIn 2023 IEEE International Joint Conference on Biometrics (IJCB). Bassit, A., Hahn, F., Rezgui, Z., Kelly, U. M., Veldhuis, R. & Peter, A.
2022
Hybrid biometric template protection: Resolving the agony of choice between bloom filters and homomorphic encryptionIET biometrics, 11(5), 430-444. Bassit, A., Hahn, F., Veldhuis, R. & Peter, A.https://doi.org/10.1049/bme2.12075Transferability analysis of adversarial attacks on gender classification to face recognition: Fixed and variable attack perturbationIET biometrics, 11(5), 407-419. Rezgui, Z., Bassit, A. & Veldhuis, R.https://doi.org/10.1049/bme2.12082
2021
Fast and Accurate Likelihood Ratio Based Biometric Verification Secure Against Malicious AdversariesIEEE transactions on information forensics and security, 16, 5045-5060. Bassit, A., Hahn, F., Peeters, J., Kevenaar, T., Veldhuis, R. & Peter, A.https://doi.org/10.1109/TIFS.2021.3122823Bloom Filter vs Homomorphic Encryption: Which approach protects the biometric data and satisfies ISO/IEC 24745?In BIOSIG 2021 - Proceedings of the 20th International Conference of the Biometrics Special Interest Group: 15.-17. September 2021 International Digital Conference. IEEE. Bassit, A., Hahn, F., Zeinstra, C., Veldhuis, R. & Peter, A.https://doi.org/10.1109/BIOSIG52210.2021.9548304Transferability Analysis of an Adversarial Attack on Gender Classification to Face RecognitionIn 2021 International Conference of the Biometrics Special Interest Group (BIOSIG). IEEE. Rezgui, Z. & Bassit, A.https://doi.org/10.1109/BIOSIG52210.2021.9548308
Research profiles
Courses academic year 2023/2024
Courses in the current academic year are added at the moment they are finalised in the Osiris system. Therefore it is possible that the list is not yet complete for the whole academic year.
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