Individual Privacy Accounting for Differentially Private Stochastic Gradient Descent.
Da YuGautam KamathJanardhan KulkarniTie-Yan LiuJian YinHuishuai ZhangPublished in: Trans. Mach. Learn. Res. (2023)
Keyphrases
- stochastic gradient descent
- individual privacy
- differentially private
- differential privacy
- least squares
- privacy preserving
- loss function
- personal information
- privacy preservation
- data sharing
- data privacy
- privacy preserving data mining
- support vector machine
- privacy protection
- information loss
- private information