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 title
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| SynthDistill: Face Recognition with Knowledge Distillation from Synthetic Data, , and , in: IEEE International Joint Conference on Biometrics (IJCB 2023), 2023 |
[DOI] |
| 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] |
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| TEAM SWITZERLAND SUBMISSION TO NIST SRE24 SPEAKER RECOGNITION EVALUATION, , , , , , , , , , , , and , Idiap-RR-10-2025 |
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| 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 |
[DOI] [URL] |
| 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] |
| Toward High-Resolution Face Image Generation From Coded Aperture Camera, , and , in: IEEE Sensors Letters, 2023 |
[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] |
U
| 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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| 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] |
| 1 | 2 |