Toward Efficient Membership Inference Attacks against Federated Large Language Models: A Projection Residual Approach

Guilin Deng, Silong Chen, Yuchuan Luo +6

Federated Large Language Models (FedLLMs) enable multiple parties to collaboratively fine-tune LLMs without sharing raw data, addressing challenges of limited resources and privacy…