Seeing the Forest through the Trees: Data Leakage from Partial Transformer Gradients

Weijun Li, Qiongkai Xu, Mark Dras

Recent studies have shown that distributed machine learning is vulnerable to gradient inversion attacks, where private training data can be reconstructed by analyzing the gradients…