Franziska Boenisch

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

European Conference on Artificial Intelligence (ECAI)
Efficient Model-Stealing Attacks Against Inductive Graph Neural Networks

NeurIPS-Workshop (NeurIPS-W)
Auditing Empirical Privacy Protection for Adaptations of Large Language Models

ICML Workshop on Foundation Models in the WIld (ICML-W)
POST: A Framework for Privacy of Soft-prompt Transfer

IEEE International Symposium on Information Theory (ISIT)
Controlled privacy leakage propagation throughout differential private overlapping grouped learning

IEEE Journal on Selected Areas in Information Theory Controlled privacy leakage propagation throughout overlapping grouped learning

International Conference on Learning Representations (ICLR)
Memorization in Self-Supervised Learning Improves Downstream Generalization