2 papers
cs.CV2026
Autonomous and Self-Adapting System for Synthetic Media Detection and Attribution
Aref Azizpour, Tai D. Nguyen, Matthew C. Stamm
Rapid advances in generative AI have enabled the creation of highly realistic synthetic images, which, while beneficial in many domains, also pose serious risks in terms of disinfo…
cs.CV2025
Forensic Self-Descriptions Are All You Need for Zero-Shot Detection, Open-Set Source Attribution, and Clustering of AI-generated Images
Tai D. Nguyen, Aref Azizpour, Matthew C. Stamm
The emergence of advanced AI-based tools to generate realistic images poses significant challenges for forensic detection and source attribution, especially as new generative techn…