Data value estimation on private gradients

Zijian Zhou, Xinyi Xu, Daniela Rus +1

For gradient-based machine learning (ML) methods commonly adopted in practice such as stochastic gradient descent, the de facto differential privacy (DP) technique is perturbing th…