2024: Busy Beaver Award "Differential Privacy: Mathematical Foundations and Applications in Machine Learning“, Saarland University
International Conference on Learning Representations (ICLR)
International Conference on Learning Representations (ICLR)
International Conference on Learning Representations (ICLR)
Data Provenance for Image Auto-Regressive Generation
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
Conference on Neural Information Processing Systems (NeurIPS)
BitMark: Watermarking Bitwise Autoregressive Image Generative Models
IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
International Conference on Machine Learning (ICML)
Unlocking Post-hoc Dataset Inference with Synthetic Data