Publications of project TRESPASS-ETN
2024
EdgeFace : Efficient Face Recognition Model for Edge Devices, , , , and , in: IEEE Transactions on Biometrics, Behavior, and Identity Science, 2024 |
|
2023
Approximating Optimal Morphing Attacks using Template Inversion, , and , in: IEEE International Joint Conference on Biometric, 2023 |
|
Approximating Optimal Morphing Attacks using Template Inversion, , and , Idiap-RR-07-2023 |
|
Blackbox Face Reconstruction from Deep Facial Embeddings Using A Different Face Recognition Model, and , in: Proceedings of the IEEE International Conference on Image Processing (ICIP), Kuala Lumpur, Malaysia, pages 2435-2439, 2023 |
[DOI] [URL] |
Comprehensive Vulnerability Evaluation of Face Recognition Systems to Template Inversion Attacks Via 3D Face Reconstruction, and , in: IEEE Transactions on Pattern Analysis and Machine Intelligence, 45(12):14248-14265, 2023 |
[DOI] [URL] |
Face Reconstruction from Facial Templates by Learning Latent Space of a Generator Network, and , in: Thirty-seventh Conference on Neural Information Processing Systems, 2023 |
[URL] |
Inversion of Deep Facial Templates using Synthetic Data, and , in: Proceedings of the IEEE International Joint Conference on Biometric, 2023 |
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 |
[DOI] [URL] |
Multi-IVE: Privacy Enhancement of Multiple Soft-Biometrics in Face Embeddings, , , , , , , and , in: Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023 |
[URL] |
Remote Cancelable Biometric System for Verification and Identification Applications, , , and , in: Proceedings of the International Conference of the Biometrics Special Interest Group (BIOSIG), 2023 |
Template Inversion Attack against Face Recognition Systems using 3D Face Reconstruction, and , in: Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), pages 19662-19672, 2023 |
[URL] |
Toward High-Resolution Face Image Generation From Coded Aperture Camera, , and , in: IEEE Sensors Letters, 2023 |
[DOI] [URL] |
2022
An anomaly detection approach for backdoored neural networks: face recognition as a case study, and , Idiap-RR-08-2022 |
[URL] |
Face Reconstruction from Deep Facial Embeddings using a Convolutional Neural Network, , and , in: Proceedings of the 2022 IEEE International Conference on Image Processing (ICIP), Bordeaux, France, IEEE, 2022 |
[DOI] [URL] |
Hybrid Protection of Biometric Templates by Combining Homomorphic Encryption and Cancelable Biometrics, , , , , and , in: Proceedings of the 2022 International Joint Conference on Biometrics (IJCB), Abu Dhabi, United Arab Emirates (UAE), IEEE, 2022 |
[DOI] [URL] |
Indexing Protected Deep Face Templates by Frequent Binary Patterns, , , , and , in: Proceedings of the 2022 International Joint Conference on Biometrics (IJCB), Abu Dhabi, United Arab Emirates (UAE), IEEE, 2022 |
[DOI] [URL] |
2021
Deep Auto-Encoding and Biohashing for Secure Finger Vein Recognition, and , in: Proceedings of the 2021 IEEE International Conference on Acoustics, Speech, and Signal Processing, IEEE, Toronto, Canada, 2021 |
[DOI] [URL] |
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 |
[DOI] [URL] |
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 |
[DOI] [URL] |