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• Analyzing the Robustness of Decentralized Horizontal and Vertical Federated Learning Architectures in a Non-IID Scenario
  2022 · 4 citations
• FederatedTrust: A Solution for Trustworthy Federated Learning
  2023 · 4 citations
• From Models to Network Topologies: A Topology Inference Attack in Decentralized Federated Learning
  2025 · 1 citations
• FedEP: Tailoring Attention to Heterogeneous Data Distribution with Entropy Pooling for Decentralized Federated Learning
  2024 · 1 citations
• CyberForce: A Federated Reinforcement Learning Framework for Malware Mitigation
  2023 · 1 citations
• A Crowdsensing Intrusion Detection Dataset For Decentralized Federated Learning Models
  2025
• DMPA: Model Poisoning Attacks on Decentralized Federated Learning for Model Differences
  2025
• ColNet: Collaborative Optimization in Decentralized Federated Multi-task Learning Systems
  2025
• De-VertiFL: A Solution for Decentralized Vertical Federated Learning
  2024
• Sentinel: An Aggregation Function to Secure Decentralized Federated Learning
  2023
• Voyager: MTD-Based Aggregation Protocol for Mitigating Poisoning Attacks on DFL
  2023
• DART: A Solution for Decentralized Federated Learning Model Robustness Analysis
  2024
• Leveraging MTD to Mitigate Poisoning Attacks in Decentralized FL with Non-IID Data
  2024