Xinjian Luo

Exploiting Defenses against GAN-Based Feature Inference Attacks in Federated Learning

2020 · arXiv (Cornell University)

Federated learning (FL) is a decentralized model training framework that aims to merge isolated data islands while maintaining data privacy. However, recent studies have revealed that Generative Adversarial Network (GAN) based attacks can be employed …