Membership inference
An attack that infers whether a particular record was in a model’s training data (MITRE ATLAS AML.T0024.000). Measure it by the true-positive rate at a low false-positive rate, not by average accuracy.
- Defined in
- MITRE ATLAS
An attack that infers whether a particular record was in a model’s training data (MITRE ATLAS AML.T0024.000). Measure it by the true-positive rate at a low false-positive rate, not by average accuracy.