Analysing Training-Data Leakage from Gradients through Linear Systems and Gradient Matching

Cangxiong Chen, Neill D. F. Campbell

Recent works have demonstrated that it is possible to reconstruct training images and their labels from gradients of an image-classification model when its architecture is known. U…