Metric differential privacy

New metric-normalized posterior leakage (mPL) enhances privacy for joint AI consumption

Researchers have developed a new privacy metric called Metric-Normalized Posterior Leakage (mPL) to address limitations in existing differential privacy methods, particularly for machine learning systems used under join…