Franziska Boenisch

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

Naval Research Logistics Personalized Differential Privacy for Ridge Regression Under Output Perturbation

IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
CDI: Copyrighted Data Identification in Diffusion Models

International Conference on Machine Learning (ICML)
Unlocking Post-hoc Dataset Inference with Synthetic Data

International Conference on Machine Learning (ICML)
Efficient and Privacy-Preserving Soft Prompt Transfer for LLMs

International Conference on Machine Learning (ICML)
Privacy Attacks on Image AutoRegressive Models