Publications of TRESPASS-ETN sorted by journal and type
Publications of type Idiap-RR
2023
| Approximating Optimal Morphing Attacks using Template Inversion, , and , Idiap-RR-07-2023 |
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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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IEEE Access
| Knowledge Distillation for Face Recognition using Synthetic Data with Dynamic Latent Sampling, , and , in: IEEE Access, 2024 |
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| On Measuring Linkability of Multiple Protected Biometric Templates using Maximal Leakage, , and , in: IEEE Access, 2024 |
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IEEE Transactions on Biometrics, Behavior, and Identity Science
| EdgeFace : Efficient Face Recognition Model for Edge Devices, , , , and , in: IEEE Transactions on Biometrics, Behavior, and Identity Science, 2024 |
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| Template Inversion Attack Using Synthetic Face Images Against Real Face Recognition Systems, and , in: IEEE Transactions on Biometrics, Behavior, and Identity Science, 2024 |
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IEEE Transactions on Information Forensics and Security
| Vulnerability of State-of-the-Art Face Recognition Models to Template Inversion Attack, , and , in: IEEE Transactions on Information Forensics and Security, 19:4585-4600, 2024 |
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IEEE Access
| IRL-Net: Inpainted Region Localization Network via Spatial Attention, , , , , and , in: IEEE Access, 11, 2023 |
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IEEE Sensors Letters
| Toward High-Resolution Face Image Generation From Coded Aperture Camera, , and , in: IEEE Sensors Letters, 2023 |
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IEEE Transactions on Pattern Analysis and Machine Intelligence
| 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 |
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IEEE Transactions on Biometrics, Behavior, and Identity Science
| 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] |
18th International Conference on Automatic Face and Gesture Recognition (FG) (2024)
| Breaking Template Protection: Reconstruction of Face Images from Protected Facial Templates, and , in: 18th International Conference on Automatic Face and Gesture Recognition (FG), 2024 |
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2024 IEEE International Conference on Image Processing (ICIP) (2024)
| ChatGPT and biometrics: an assessment of face recognition, gender detection, and age estimation capabilities, , , , and , in: 2024 IEEE International Conference on Image Processing (ICIP), 2024 |
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Proceedings of the 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing (2024)
| Face Recognition Using Lensless Camera, , and , in: Proceedings of the 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing, 2024 |
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| Face Reconstruction from Partially Leaked Facial Embeddings, and , in: Proceedings of the 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing, 2024 |
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Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops (2024)
| FRCSyn Challenge at WACV 2024: Face Recognition Challenge in the Era of Synthetic Data, , , , , and , in: Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops, pages 892-901, 2024 |
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NeurIPS Safe Generative AI Workshop 2024 (2024)
| Model Pairing Using Embedding Translation for Backdoor Attack Detection on Open-Set Classification Tasks, , , and , in: NeurIPS Safe Generative AI Workshop 2024, 2024 |
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2024 IEEE 18th International Conference on Automatic Face and Gesture Recognition (FG) (2024)
| SDFR: Synthetic Data for Face Recognition Competition, , , , and , in: 2024 IEEE 18th International Conference on Automatic Face and Gesture Recognition (FG), IEEE, 2024 |
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Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops (2024)
| Second Edition FRCSyn Challenge at CVPR 2024: Face Recognition Challenge in the Era of Synthetic Data, , , , and , in: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, pages 3173-3183, 2024 |
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NeurIPS Workshop on New Frontiers in Adversarial Machine Learning (2024)
| Unveiling Synthetic Faces: How Synthetic Datasets Can Expose Real Identities, and , in: NeurIPS Workshop on New Frontiers in Adversarial Machine Learning, 2024 |
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IEEE International Joint Conference on Biometric (2023)
| Approximating Optimal Morphing Attacks using Template Inversion, , and , in: IEEE International Joint Conference on Biometric, 2023 |
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Proceedings of the IEEE International Conference on Image Processing (ICIP) (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 |
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Thirty-seventh Conference on Neural Information Processing Systems (2023)
| Face Reconstruction from Facial Templates by Learning Latent Space of a Generator Network, and , in: Thirty-seventh Conference on Neural Information Processing Systems, 2023 |
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Proceedings of the IEEE International Joint Conference on Biometric (2023)
| Inversion of Deep Facial Templates using Synthetic Data, and , in: Proceedings of the IEEE International Joint Conference on Biometric, 2023 |
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Proceedings of the 31st European Signal Processing Conference (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 |
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Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (2023)
| 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 |
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Proceedings of the International Conference of the Biometrics Special Interest Group (BIOSIG) (2023)
| Remote Cancelable Biometric System for Verification and Identification Applications, , , and , in: Proceedings of the International Conference of the Biometrics Special Interest Group (BIOSIG), 2023 |
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Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) (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 |
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Proceedings of the 2022 IEEE International Conference on Image Processing (ICIP) (2022)
| 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 |
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Proceedings of the 2022 International Joint Conference on Biometrics (IJCB) (2022)
| 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 |
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| 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 |
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Proceedings of the 2021 IEEE International Conference on Acoustics, Speech, and Signal Processing (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 |
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Proceedings of the 13th IEEE International Workshop on Information Forensics and Security (WIFS) (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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Publications of type Phdthesis
2024
| On the Information in Deep Biometric Templates: from Vulnerability of Unprotected Templates to Leakage in Protected Templates, , EPFL, 2024 |
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| Performing And Detecting Backdoor Attacks on Face Recognition Algorithms, , Ecole Polytechnique Fédérale de Lausanne, 2024 |
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