Security Threats

Attribute Inference Attack

A privacy attack where an adversary attempts to infer sensitive attributes about individuals from non-sensitive attributes using machine learning models.

Examples & Use Cases

  • Inferring age from public profiles
  • Predicting sensitive health conditions
  • Deducing income levels

Related Terms

Privacy Attacks
Model Privacy
Membership Inference

Category

Security Threats