AutoMIA: Improved Baselines for Membership Inference Attack via Agentic Self-Exploration

Ruhao Liu, Weiqi Huang, Qi Li +1

Membership Inference Attacks (MIAs) serve as a fundamental auditing tool for evaluating training data leakage in machine learning models. However, existing methodologies predominan…