AI & MLRecommendedAIML-SEC-005
Differential Privacy
A formal privacy guarantee: outputs change little whether or not one person's data is included; DP-SGD for training.
- Difficulty
- 4 / 5
- Importance
- 4 / 5
- Study time
- 1–2 h
- Kind of work
- Mixed
Why it matters
The learner can vary epsilon for the Laplace mechanism and explain the privacy-utility trade-off it controls.