Metric-Normalized Posterior Leakage (mPL): Attacker-Aligned Privacy for Joint Consumption

Gaoyi Chen, Minghao Li, Weishi Shi +4

Metric differential privacy (mDP) strengthens local differential privacy (LDP) by scaling noise to semantic distance, but many machine learning (ML) systems are consumed under join…