Fed-Fi: Federated Learning Malicious Model Detection Method Based on Feature Importance

<div>Fed-Fi algorithm performance. (a) Influence of sybils with varying degrees of disturbance <i>p</i>. (b) Influence of different percentages of important characteristics.</div>

Security and Communication Networks

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Figure 6

Figure 6: Fed-Fi: Federated Learning Malicious Model Detection Method Based on Feature Importance 