SketchGuard: Scaling Byzantine-Robust Decentralized Federated Learning via Sketch-Based Screening
arXiv:2510.07922v4 Announce Type: replace
Abstract: Decentralized Federated Learning (DFL) enables privacy-preserving collaborative training without centralized servers but remains vulnerable to Byzantine attacks. Existing Byzantine-robust defenses ar…