GRNN: Generative Regression Neural Network -- A Data Leakage Attack for Federated Learning

Hanchi Ren, Jingjing Deng, Xianghua Xie

Data privacy has become an increasingly important issue in Machine Learning (ML), where many approaches have been developed to tackle this challenge, e.g. cryptography (Homomorphic…