Membership Inference Attacks as Privacy Tools - Reliability, Disparity and Ensemble

A study on the reliability and disparities of membership inference attacks (MIAs), proposing a framework for evaluating and improving them using ensemble strategies.

May 22, 2025 · 1 min · Chengyu Zhang