Zukun Zhu

Gradient Inversion Attack in Federated Learning: Exposing Text Data through Discrete Optimization

Federated learning has emerged as a potential solution to overcome the bottleneck posed by the near exhaustion of public text data in training large language models. There are claims that the strategy of exchanging gradients allows using text data including private information. Although recent studi…