G-Drift MIA: Membership Inference via Gradient-Induced Feature Drift in LLMs

Ravi Ranjan, Utkarsh Grover, Xiaomin Lin +1

Large language models (LLMs) are trained on massive web-scale corpora, raising growing concerns about privacy and copyright. Membership inference attacks (MIAs) aim to determine wh…