In-Context Probing for Membership Inference in Fine-Tuned Language Models

Zhexi Lu, Hongliang Chi, Nathalie Baracaldo +3

Membership inference attacks (MIAs) pose a critical privacy threat to fine-tuned large language models (LLMs), especially when models are adapted to domain-specific tasks using sen…