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🛡️ Byzantine-Robust Federated Aggregation (2D)

Interactive 2D simulator of Byzantine-robust federated learning: watch malicious clients send poisoned model updates on a flat parameter plane, then compare how plain FedAvg, coordinate-wise median, trimmed mean and Krum aggregation each resist or fall for the attack.

Machine Learning & Neural Networks2DModerate60 FPS📱 Mobile-adapted⇄ 3D version

⚙ Under the hood

Watch malicious clients poison federated-learning updates on a 2D parameter plane, then compare how FedAvg, median, trimmed mean and Krum aggregation resist or fall for the attack. Drag to pan, scroll to zoom.

federated learningbyzantine robustnesskrumtrimmed meanmachine learningaggregationsecurity

2D · HTML5 Canvas 2D · 60 FPS target · runs fully client-side, no install