Zeng, Jason

Mind the Cost of Scaffold! Benign Clients May Even Become Accomplices of Backdoor Attack

2024 · arXiv (Cornell University)

By using a control variate to calibrate the local gradient of each client, Scaffold has been widely known as a powerful solution to mitigate the impact of data heterogeneity in Federated Learning. Although Scaffold achieves …