Fast-MIA: Efficient and Scalable Membership Inference for LLMs

Hiromu Takahashi, Shotaro Ishihara

We propose Fast-MIA (https://github.com/Nikkei/fast-mia), a Python library for efficiently evaluating membership inference attacks (MIA) against large language models (LLMs). MIA h…