FedReview: Review and Dispose Poisoned Updates without Validation Datasets or Historic Knowledge

arXiv:2402.16934 · cs.LG, cs.AI, cs.CR · Submitted 2024-02-26 · Read on arXiv

cs.LG, cs.AI, cs.CR

Submitted: 2024-02-26

Updated: 2026-09-01

Terminology

• Federated Learning — 51× in this paper · explained in 15 episodes
• Aggregation — 27× in this paper · explained in 1 episode
• Accuracy — 23× in this paper · explained in 1 episode
• Ablation — 3× in this paper · explained in 1 episode
• Ablation study — 3× in this paper · explained in 1 episode
• Consistency — 2× in this paper · explained in 3 episodes
• Decentralized Learning — 2× in this paper · explained in 2 episodes
• Activation Function — 1× in this paper · explained in 1 episode
• Benchmark — 1× in this paper · explained in 2 episodes
• Benchmarking — 1× in this paper · explained in 3 episodes
• Catastrophic Forgetting — 1× in this paper · explained in 5 episodes
• Federated Learning (FL) — 1× in this paper · explained in 7 episodes
• Local Optimization — 1× in this paper · explained in 2 episodes
• Pruning — 1× in this paper · explained in 4 episodes

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