Hatef OTROSHI SHAHREZA
Short Biography
Hatef is currently a Postdoctoral Researcher with the Biometrics Security and Privacy Group, Idiap Research Institute, Switzerland. He received his Ph.D. from Ecole Polytechnique Federale de Lausanne (EPFL), Switzerland, in 2024, and was a Research Assistant during his PhD at Idiap Research Institute, where he received H2020 Marie Sklodowska-Curie Fellowship (TReSPAsS-ETN) for his doctoral program. Prior to his PhD, he received the M.Sc. degree in electrical engineering from the Sharif University of Technology, Iran, in 2018, and the B.Sc. degree (Hons.) in electrical engineering from the University of Kashan, Iran, in 2016. During his Ph.D., Hatef also spent 6 months as a visiting scholar with the Biometrics and Internet Security Research Group at Hochschule Darmstadt, Germany. He was the recipient of the European Association for Biometrics (EAB) Research Award 2023 and the IEEE Biometrics Council Best Doctoral Dissertation Award 2025. His research interests include but are not limited to machine learning, computer vision, generative models, foundation models, biometrics, AI safety, and data privacy. He is an IEEE Senior Member and also an ELLIS Member.
News:
- Dec 2025: I became an ELLIS Member.
- Nov 2025: I was a panelist in the EAB Council of Wisdom on the topic of Biometric Template Protection.
- Oct 2025: I gave an invited lecture in CSE 902: "Selected Topics in Recognition by Machine" course at Michigan State University [details].
- Sep 2025: I received the IEEE Biometrics Council Best Doctoral Dissertation Award.
- Aug 2025: Our survey paper,"Foundation Models and Biometrics: A Survey and Outlook" , is accepted in IEEE-TIFS [pdf].
- July 2025: Our paper was accepted in ICCV 2025 Workshops, "FaceLLM: A Multimodal Large Language Model for Face Understanding" [pdf].
- May 2025: Our paper was accepted in ICML 2025 [pdf].
- May 2025: I am co-organising the ICCV 2025 Workshop on Foundation and Generative Models in Biometrics.
- Mar 2025: We published the pre-print of our new paper, "Foundation Models and Biometrics: A Survey and Outlook" [pdf].
- Feb 2025: We are organising the "1st International Workshop on Foundation, Multimodal Large Language and Generative Models for Face and Gesture Recognition" at FG 2025 [link to workshop].
- Jan 2025: Our paper was accepted in ICLR 2025 [pdf].
- Dec 2024: I will be attending NeurIPS 2024 to present our 3 papers on synthetic data, membership inference attacks, and backdoor attacks.
- Nov 2024: I will give an invited keynote talk in the Synthetic Realities and Biometric Security Workshop at BMVC 2024.
- Nov 2024: Our paper was accepted in IEEE-Access [pdf].
- Sep 2024: I defended my PhD and graduated from EPFL [PhD thesis].
- Jul 2024: Our paper was accepted in IEEE-Access [pdf].
- Jun 2024: We ranked first in the CVPR 2024 FRCSyn Challenge [certificate][challenge summary paper].
- May 2024: I will give an invited keynote talk in the Synthetic Data for Face and Gesture Analysis Workshop at FG 2024.
- Mar 2024: Our paper was accepted in IEEE-TIFS [pdf].
- Mar 2024: Our paper was accepted at FG 2024 [pdf].
- Dec 2023: I was interviewed, as Researcher on the Rise, by the IEEE Biometrics Council Newsletter [link, pp 28-31]
- Nov 2023: We are organising SDFR competition at FG 2024.
- Sep 2023: I received the EAB Research Award 2023.
- Sep 2023: Our paper was accepted at NeurIPS 2023 [pdf].
- Sep 2023: Our paper was accepted at TPAMI [project page].
Email: hatef.otroshi[at]idiap.ch
Tel: +41277217451
Office: CP207.1-1
Contact