Lorenzo Rossi

Lorenzo Rossi

PhD candidate

Publications

2026

Representative image for Benchmarking Empirical Privacy Protection for Adaptations of Large Language Models

Benchmarking Empirical Privacy Protection for Adaptations of Large Language Models

Bartlomiej Marek*, Lorenzo Rossi*, Vincent Hanke, Xun Wang, Michael Backes, Franziska Boenisch, Adam Dziedzic

[ICLR 2026, Oral]

Representative image for Natural Identifiers for Privacy and Data Audits in Large Language Models

Natural Identifiers for Privacy and Data Audits in Large Language Models

Lorenzo Rossi, Bartlomiej Marek, Franziska Boenisch, Adam Dziedzic

[ICLR 2026]

Auditing Preference-Based Post-Training of LLMs via Strong Membership Inference Attacks

Lorenzo Rossi, Kaif Shaikh, Franziska Boenisch, Adam Dziedzic

[ICLR DATA-FM Workshop 2026]

2025

Representative figure for Membership Inference Attacks on Sequence Models

Membership Inference Attacks on Sequence Models

Lorenzo Rossi, Michael Aerni, Jie Zhang, Florian Tramer

[IEEE SP 2025, DLSP workshop, Best Paper Award]

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.

[ICORR 2023]