معرفی
Irene Amerini is an Associate Professor at the Department of Computer, Control and Management Engineering A. Ruberti, Sapienza University of Rome. She leads the Computer Vision and Multimedia Forensics Research Team at ALCORLab. Her research focuses on multimedia forensics, deepfake analysis, machine learning, adversarial machine learning, and computer vision. She has organized workshops like WiCV at CVPR 2019 and ECCV 2020, and serves on committees including IEEE Forensics and Security Technical Committee.
Education:
- Ph.D. in Computer Engineering, Multimedia and Telecommunication (2011), University of Florence
- Postdoctoral Researcher at Image Forensics and Security Lab, University of Florence (2019–2022)
- Visiting Research Fellowship at Charles Sturt University (2018)
Research Interests:
- Deepfake detection through RGB-depth integration and neural network fusion
- Adversarial robustness in AI models
- Monocular depth estimation for real-time applications
- Forensic analysis of synthetic media
Awards:
- Endeavour Research Fellowship (2018)
- Best Paper Award at eForensics 2009
- Highly Cited Paper (2017–2019) for copy-move attack detection work
- Best Paper Award SUMAC '23 (2023)
Advising & Grants: She advises on AI ethics in media forensics and collaborates on projects involving secure AI systems. Her grants include Australian Government funding through the Endeavour program and EU initiatives.
Labs & Teams: Leads the ALCORLab's Computer Vision and Multimedia Forensics Research Team, focusing on AI-driven solutions for digital forensics and security.
