Rayyanah-Alnoban/fedrated-trust: ZT-TrustFed: Federated IDS Framework
Abstract
Initial release of ZT-TrustFed: a federated intrusion detection system combining FedProx, trust-weighted aggregation, and FedBN for cross-dataset generalization across CIC23, CIC17, and IoT Botnet datasets. Includes: Federated learning training pipeline Feature selection Trust aggregation Adversarial robustness evaluation HTML report with plots and tables
Fields of Study & Subjects
Network Security and Intrusion Detection
Privacy-Preserving Technologies in Data
Internet Traffic Analysis and Secure E-voting
Publication details
- Journal / source
- Zenodo (CERN European Organization for Nuclear Research)
- Publication date
- 4 March 2026
- Language
- EN