Expertise
Computer Science
- Biometrics
- Attack
- Adversarial Machine Learning
- Face Recognition
- Adversarial Example
- Identification
- Recognition System
- Classifier
Organisations
Publications
2024
Gender Privacy Angular Constraints for Face Recognition (2024)IEEE Transactions on Biometrics, Behavior, and Identity Science, 6(3), 352-363. Rezgui, Z., Strisciuglio, N. & Veldhuis, R.https://doi.org/10.1109/TBIOM.2024.3390586Enhancing Soft Biometric Face Template Privacy with Mutual Information-Based Image Attacks (2024)In 2024 IEEE/CVF Winter Conference on Applications of Computer Vision Workshops (WACVW) (pp. 1141-1149). Article 10495713. IEEE. Rezgui, Z., Strisciuglio, N. & Veldhuis, R.https://doi.org/10.1109/WACVW60836.2024.00124
2023
Toward Face Biometric De-identification using Adversarial Examples (2023)In 2023 IEEE 47th Annual Computers, Software, And Applications Conference, Compsac (pp. 723-728). IEEE. Ghafourian, M., Fierrez, J., Gomez, L. F., Vera-Rodriguez, R., Morales, A., Rezgui, Z. & Veldhuis, R.https://doi.org/10.1109/COMPSAC57700.2023.00099Toward Face Biometric De-identification using Adversarial Examples (2023)[Working paper › Preprint]. ArXiv.org. Ghafourian, M., Fierrez, J., Gomez, L. F., Vera-Rodriguez, R., Morales, A., Rezgui, Z. & Veldhuis, R.https://doi.org/10.48550/arXiv.2302.03657Template Recovery Attack on Homomorphically Encrypted Biometric Recognition Systems with Unprotected Threshold Comparison (2023)In 2023 IEEE International Joint Conference on Biometrics (IJCB). Bassit, A., Hahn, F., Rezgui, Z., Kelly, U. M., Veldhuis, R. & Peter, A.
2022
Transferability analysis of adversarial attacks on gender classification to face recognition: Fixed and variable attack perturbation (2022)IET biometrics, 11(5), 407-419. Rezgui, Z., Bassit, A. & Veldhuis, R.https://doi.org/10.1049/bme2.12082
2021
Transferability Analysis of an Adversarial Attack on Gender Classification to Face Recognition (2021)In 2021 International Conference of the Biometrics Special Interest Group (BIOSIG) (International Conference of the Biometrics Special Interest Group (BIOSIG); Vol. 2021). IEEE. Rezgui, Z. & Bassit, A.https://doi.org/10.1109/BIOSIG52210.2021.9548308
Research profiles
Address
University of Twente
Zilverling (building no. 11)
Hallenweg 19
7522 NH Enschede
Netherlands
University of Twente
Zilverling
P.O. Box 217
7500 AE Enschede
Netherlands
Scan the QR code or