Faculty
International Conference on Machine Learning (ICML)
Finding DoRI: Discovery of Retained Images in Diffusion Models
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
International Conference on Learning Representations (ICLR)
Curation Leaks: Membership Inference Attacks against Data Curation for Machine Learning
Conference on Neural Information Processing Systems (NeurIPS)
Exploring the limits of strong membership inference attacks on large language models
Conference on Neural Information Processing Systems (NeurIPS)
Memorization in Graph Neural Networks
National Conference of the American Association for Artificial Intelligence (AAAI)
Beautiful Images, Toxic Words: Understanding and Addressing Offensive Text in Generated Images