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
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2023
| SynthDistill: Face Recognition with Knowledge Distillation from Synthetic Data, , and , in: IEEE International Joint Conference on Biometrics (IJCB 2023), 2023 |
[DOI] |
| 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] |
| Toward High-Resolution Face Image Generation From Coded Aperture Camera, , and , in: IEEE Sensors Letters, 2023 |
[DOI] [URL] |
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 |
[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] |
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