Keywords:
- ALM
- Audio Language Models
- Auto-encoder
- Backdoor attack
- Benchmark
- Biohashing
- biometric template protection
- Biometrics
- Blackbox
- ChatGPT
- Convolutional neural network
- deep features
- deep learning
- Deep neural network
- Demographic bias
- detection
- Differential Privacy
- embedding
- embedding translation
- Face
- Face Recognition
- face reconstruction
- FaceLLM
- Finger vein
- finger vein recognition
- Foundation Model
- Foundation Models
- Frcsyn-Ongoing
- Generative Ai
- Hashing
- Identity
- In-context learning
- information leakage
- Large Language Model (LLM)
- Large Language Models
- Large Multi-modal Models
- linkability
- LLM
- maximal leakage
- Membership Inference (MI) Attack
- Memorisation
- MLLM
- model pairing
- MultiLayer Perceptron (MLP)
- open-set classifica- tion
- open-set classification
- pairing
- pathological speech detection
- presentation attack
- privacy
- security
- speaker recognition
- statistical hypothesis testing
- Synthetic Data
- template
- template inversion
- template protection
- Trojan
- trojan attack
- vascular biometrics
- Vision language models
- VLM
- vulnerability evaluation
Publications of Hatef Otroshi Shahreza sorted by journal and type
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Publications of type Idiap-RR
2025
| TEAM SWITZERLAND SUBMISSION TO NIST SRE24 SPEAKER RECOGNITION EVALUATION, , , , , , , , , , , , and , Idiap-RR-10-2025 |
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2024
| EdgeFace: Efficient Face Recognition Model for Edge Devices, , , , and , Idiap-RR-01-2024 |
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2023
| Approximating Optimal Morphing Attacks using Template Inversion, , and , Idiap-RR-07-2023 |
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IEEE Access
| Cancelable Face Biometrics With Soft-Biometric Privacy Enhancement, , , , , , , and , in: IEEE Access, 2025 |
[DOI] [URL] |
| Knowledge Distillation for Face Recognition using Synthetic Data with Dynamic Latent Sampling, , and , in: IEEE Access, 2024 |
[DOI] [URL] |
| On Measuring Linkability of Multiple Protected Biometric Templates using Maximal Leakage, , and , in: IEEE Access, 2024 |
[DOI] [URL] |
| IRL-Net: Inpainted Region Localization Network via Spatial Attention, , , , , and , in: IEEE Access, 11, 2023 |
[DOI] [URL] |
IEEE Sensors Letters
| Toward High-Resolution Face Image Generation From Coded Aperture Camera, , and , in: IEEE Sensors Letters, 2023 |
[DOI] [URL] |
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 |
[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] |
IEEE Transactions on Information Forensics and Security
| Foundation Models and Biometrics: A Survey and Outlook, and , in: IEEE Transactions on Information Forensics and Security, 2025 |
[DOI] [URL] |
| 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 |
[DOI] [URL] |
| Measuring Linkability of Protected Biometric Templates Using Maximal Leakage, , and , in: IEEE Transactions on Information Forensics and Security, 18:2262 - 2275, 2023 |
[DOI] [URL] |
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 |
[DOI] [URL] |
Information Fusion
| Second FRCSyn-onGoing: Winning Solutions and Post-Challenge Analysis to Improve Face Recognition with Synthetic Data, , , , and , in: Information Fusion, 2025 |
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| FRCSyn-onGoing: Benchmarking and Comprehensive Evaluation of Real and Synthetic Data to Improve Face Recognition Systems, , , , and , in: Information Fusion, 107:102322, 2024 |
[DOI] |
2025 IEEE 35th International Workshop on Machine Learning for Signal Processing (MLSP) (2025)
| 3D Face Morph Generation Using Geometry-Aware Template Inversion, , and , in: 2025 IEEE 35th International Workshop on Machine Learning for Signal Processing (MLSP), 2025 |
[DOI] [URL] |
IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (2025)
| Exploring ChatGPT for Face Presentation Attack Detection in Zero and Few-Shot in-Context Learning, , , and , in: IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2025 |
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ITG Conference on Speech Communication (2025)
| Exploring In-Context Learning Capabilities of ChatGPT for Pathological Speech Detection, , and , in: ITG Conference on Speech Communication, IEEE, 2025 |
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Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (2025)
| Face Reconstruction from Face Embeddings using Adapter to a Face Foundation Model, , and , in: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2025 |
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Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops (2025)
| FaceLLM: A Multimodal Large Language Model for Face Understanding, and , in: Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops, 2025 |
[URL] |
2025 IEEE 35th International Workshop on Machine Learning for Signal Processing (MLSP) (2025)
| Generating Synthetic Face Recognition Datasets Using Brownian Identity Diffusion and a Foundation Model, and , in: 2025 IEEE 35th International Workshop on Machine Learning for Signal Processing (MLSP), 2025 |
[DOI] [URL] |
The Thirteenth International Conference on Learning Representations (2025)
| HyperFace: Generating Synthetic Face Recognition Datasets by Exploring Face Embedding Hypersphere, and , in: The Thirteenth International Conference on Learning Representations, 2025 |
[URL] |
The Forty-second International Conference on Machine Learning (ICML) (2025)
| Synthetic Face Datasets Generation via Latent Space Exploration from Brownian Identity Diffusion, , and , in: The Forty-second International Conference on Machine Learning (ICML), 2025 |
[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 |
[DOI] [URL] |
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 |
[DOI] [URL] |
| Face Reconstruction from Partially Leaked Facial Embeddings, and , in: Proceedings of the 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing, 2024 |
[DOI] [URL] |
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 |
[URL] |
NeurIPS Safe Generative AI Workshop 2024 (2024)
| HyperFace: Generating Synthetic Face Recognition Datasets by Exploring Face Embedding Hypersphere, and , in: NeurIPS Safe Generative AI Workshop 2024, 2024 |
[URL] |
| 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 |
[DOI] [URL] |
IEEE FG 2024 : 18th IEEE International Conference on Automatic Face and Gesture Recognition (2024)
| SDFR: Synthetic Data for Face Recognition Competition, , , , and , in: IEEE FG 2024 : 18th IEEE International Conference on Automatic Face and Gesture Recognition, 2024 |
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 |
[URL] |
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 |
[DOI] |
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 |
[DOI] [URL] |
IEEE International Joint Conference on Biometrics (IJCB 2023) (2023)
| EFaR 2023: Efficient Face Recognition Competition, , , , and , in: IEEE International Joint Conference on Biometrics (IJCB 2023), 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 |
[URL] |
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 |
[DOI] [URL] |
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 |
[DOI] [URL] |
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