2024: Busy Beaver Award "Differential Privacy: Mathematical Foundations and Applications in Machine Learning“, Saarland University
European Conference on Computer Vision (ECCV)
Data Circuit Breaker: Identifying Training, Test, and Generated Data in Image Generative Models
The 19th European Conference on Computer Vision (ECCV), 2026
International Conference on Machine Learning (ICML)
Finding DoRI: Discovery of Retained Images in Diffusion Models
International Conference on Machine Learning (ICML)
International Conference on Learning Representations (ICLR)
Natural Identifiers for Privacy and Data Audits in Large Language Models
International Conference on Learning Representations (ICLR)
SERUM: Simple, Efficient, Robust, and Unifying Marking for Diffusion-based Image Generation
International Conference on Learning Representations (ICLR)
Benchmarking Empirical Privacy Protection for Adaptations of Large Language Models
International Conference on Learning Representations (ICLR)
Data Provenance for Image Auto-Regressive Generation
National Conference of the American Association for Artificial Intelligence (AAAI)
On Stealing Graph Neural Network Models
Association for the Advancement of Artificial Intelligence (AAAI)
Demystifying Foreground-Background Memorization in Diffusion Models