Published multiple papers, including 'GenAI Confessions: Black-Box Membership Inference for Generative Image Models' at the ICCV Workshop on Systems-Level Trustworthiness in AI (STREAM), and 'Mitigating the Harms of Manipulated Media: Confronting Deepfakes and Digital Deception' in PNAS Nexus. Authored books such as 'Fake Photos' (2019) and 'Photo Forensics' (2016).
Research Experience
Joined the faculty at Dartmouth College in 1999 where he remained until 2019.
Education
Received an undergraduate degree in Computer Science and Applied Mathematics from the University of Rochester in 1989, an M.S. in Computer Science from SUNY Albany in 1992, and a Ph.D. in Computer Science from the University of Pennsylvania in 1997. Completed a two-year post-doctoral fellowship in Brain and Cognitive Sciences at MIT.
Background
Professor at the University of California, Berkeley with appointments in the School of Information and Electrical Engineering & Computer Sciences. Co-founder and Chief Science Officer at GetReal Security. Research focuses on digital forensics, forensic science, misinformation, image analysis, and human perception.
Miscellany
Interests include creating tutorials like 'Learn Computer Vision', 'Learn to Code in Python', and 'Physics-Based Photo Forensics'.