Noise Variance Optimization in Differential Privacy: A Game-Theoretic Approach Through Per-Instance Differential Privacy.
Sehyun RyuJonggyu JangHyun Jong YangPublished in: IEEE Access (2024)
Keyphrases
- differential privacy
- differentially private
- noise variance
- privacy preserving
- privacy guarantees
- noisy images
- privacy preservation
- data sharing
- regularization parameter
- personal information
- image processing
- data mining
- gaussian noise
- correlation coefficient
- data privacy
- web search engines
- active learning
- feature extraction