Publications

2025

Privacy Auditing for Large Language Models with Natural Identifiers Lorenzo Rossi, Bartłomiej Marek, Franziska Boenisch, Adam Dziedzic; ICLR 2025 Workshop on Foundation Models in the Wild [PDF]

Membership Inference Attacks on Sequence Models Lorenzo Rossi, Michael Aerni, Jie Zhang, Florian Tramèr; 8th Deep Learning Security and Privacy Workshop (DLSP) workshop (best paper award) [PDF]

2024

Auditing Empirical Privacy Protection of Private LLM Adaptations Lorenzo Rossi, Bartłomiej Marek, Vincent Hanke, Xun Wang, Michael Backes, Adam Dziedzic, Franziska Boenisch; NeurIPS Safe Generative AI Workshop, 2024 [PDF]

2023

Transferability of a Sensing Mattress for Posture Classification from Research into Clinics Oriella Gnarra, Alexander Breuss, Lorenzo Rossi, Manuel Fujs, Samuel E.J. Knobel, Jan D. Warncke, Stephan M. Gerber, Claudio L.A. Bassetti, Robert Riener, Tobias Nef, et al.; International Conference on Rehabilitation Robotics (ICORR), 2023 [PDF]