Differential Privacy

Applying noise to analytics queries for privacy.

Synonyms:

Privacy-preserving analytics, Statistical privacy protection

Defnition:
Differential privacy protects individual data points while enabling aggregate analysis.

Variations:
Differential privacy algorithms, Privacy-preserving ML