Reproduction of "Byzantine-robust Federated Learning through Collaborative Malicious Gradient Filtering" (Xu et al., 2022) — implementing Multi-Krum, SignGuard, A Little Is Enough, and Fall of Empires in PyTorch. Also includes MoNNA (Farhadkhani et al., ICML 2023).
deep-learning pytorch reproducibility adversarial-attacks federated-learning distributed-learning byzantine-robust monna signguard multi-krum gradient-aggregation farhadkhani
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Updated
May 20, 2026 - Python