MICHAEL ORACLE’S AI DICTIONARY

Safety & evaluation · Intermediate

Differential privacy

What does Differential privacy mean?

A framework that bounds how much an output distribution can change when one person's data changes.

A practical example

Noise is calibrated to limit what a statistic reveals about an individual.

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