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• Survey on Federated Learning Threats: concepts, taxonomy on attacks and defences, experimental study and challenges
  2022 · 9 citations
• Krum Federated Chain (KFC): Using blockchain to defend against adversarial attacks in Federated Learning
  2025 · 2 citations
• Resilient Federated Chain: Transforming Blockchain Consensus into an Active Defense Layer for Federated Learning
  2026
• Addressing Data Quality Decompensation in Federated Learning via Dynamic Client Selection
  2025
• Improving $(α, f)$-Byzantine Resilience in Federated Learning via layerwise aggregation and cosine distance
  2025
• RAB$^2$-DEF: Dynamic and explainable defense against adversarial attacks in Federated Learning to fair poor clients
  2024