Privacy & Security

Privacy Budget

A quantitative limit on the amount of privacy loss that can be incurred when querying or using a privacy-preserving AI system, typically used in differential privacy.

Examples & Use Cases

  • Query limiting in statistical databases
  • Privacy cost tracking in ML systems
  • Adaptive privacy allocation

Related Terms

Differential Privacy
Privacy-Preserving AI
Data Protection

Category

Privacy & Security