Weixin Wang

A Theoretical Insight into Attack and Defense of Gradient Leakage in Transformer

2023 · arXiv (Cornell University)

The Deep Leakage from Gradient (DLG) attack has emerged as a prevalent and highly effective method for extracting sensitive training data by inspecting exchanged gradients. This approach poses a substantial threat to the privacy of …