AoI-guided client selection in federated intrusion detection reduces average AoI by 39-41% and peak AoI by 70% versus random sampling on multiple datasets while preserving Macro-F1 and AUC.
Oort: Efficient federated learning via guided participant selection,
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AoI-Guided Client Selection for Robust and Timely Federated Intrusion Detection in Cloud-Edge Security Analytics
AoI-guided client selection in federated intrusion detection reduces average AoI by 39-41% and peak AoI by 70% versus random sampling on multiple datasets while preserving Macro-F1 and AUC.