Jiaxin Li

Subject Data Auditing via Source Inference Attack in Cross-Silo Federated Learning

2024 · arXiv (Cornell University)

Source Inference Attack (SIA) in Federated Learning (FL) aims to identify which client used a target data point for local model training. It allows the central server to audit clients' data usage. In cross-silo FL, …