Franziska Boenisch

Conference on Neural Information Processing Systems (NeurIPS)
BitMark: Watermarking Bitwise Autoregressive Image Generative Models

Naval Research LogisticsPersonalized 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

International Conference on Learning Representations (ICLR)
Precise Parameter Localization for Textual Generation in Diffusion Models

National Conference of the American Association for Artificial Intelligence (AAAI)
Differentially Private Prototypes for Imbalanced Transfer Learning

International Conference on Learning Representations (ICLR)
Captured by Captions: On Memorization and its Mitigation in CLIP Models

International Conference on Learning Representations (ICLR)
Differentially Private Federated Learning with Time-Adaptive Privacy Spending