Foundations and Frontiers of Watermarking
CVPR 2026
A half-day tutorial spanning classical and neural watermarking, multimodal extensions, robustness benchmarks, and real-world authenticity frameworks.
Talks & Tutorials
Sharing research on watermarking, media forensics, and trustworthy AI through tutorials and research talks.
Reverse Engineering of Deceptions
CVPR 2023
A tutorial exploring reverse engineering of deceptions, adversarial machine learning, and trustworthy computer vision.
Reverse Engineering of Generative Models
Scale AI · In-person talk
Inferring generative-model properties from generated images, connecting model parsing with media forensics.
Proactive Image Manipulation Detection
Scale AI · Virtual talk
A proactive approach to detecting manipulated images using learnable templates, based on our CVPR 2022 research.