UNDER REVIEW// 2026
FedCL-NIDS: Federated Closed-Loop Network Intrusion Detection with Automated YARA Rule Voting Consensus
Kasmya Bhatia · Ashwarya Pradhan · Dr. Gautam Kumar
Dept. of AI & ML, Manipal University Jaipur
// contribution_1
Federated learning architecture for privacy-preserving, distributed network intrusion detection across multiple nodes — without centralising sensitive data.// contribution_2
Automated YARA rule voting consensus that dynamically generates and validates threat signatures, reducing false positives and improving detection adaptability.Federated LearningNIDSYARAPrivacyClosed-Loop