3 papers
cs.LG2025
Leverage Unlearning to Sanitize LLMs
Antoine Boutet, Lucas Magnana
Pre-trained large language models (LLMs) are becoming useful for various tasks. To improve their performance on certain tasks, it is necessary to fine-tune them on specific data co…
cs.CL2025
The Model's Language Matters: A Comparative Privacy Analysis of LLMs
Abhishek K. Mishra, Antoine Boutet, Lucas Magnana
Large Language Models (LLMs) are increasingly deployed across multilingual applications that handle sensitive data, yet their scale and linguistic variability introduce major priva…
cs.CY2025
"I'm not for sale" -- Perceptions and limited awareness of privacy risks by digital natives about location data
Antoine Boutet, Victor Morel
Although mobile devices benefit users in their daily lives in numerous ways, they also raise several privacy concerns. For instance, they can reveal sensitive information that can…