Security Threats

Membership Inference

A privacy attack that attempts to determine whether a particular data point was used to train an AI model, potentially revealing sensitive information about the training data.

Examples & Use Cases

  • Training data identification
  • Privacy leakage detection
  • Model vulnerability assessment

Related Terms

Privacy Attacks
Model Privacy
Data Protection

Category

Security Threats