AAISM: Advanced in AI Security Management

Differential privacy limits the influence of an individual training record on a model, reducing the information an attacker can use to infer whether that record was part of the training data. NIST identifies differential privacy as a privacy-preserving technique for limiting information usable in membership-inference and related privacy attacks.