Reproduced Papers

ZTID-IoV: Zero-Trust Intrusion Detection in IoV Using Neurosymbolic AI Approach With Federated Meta-Learning

Trustworthy Edge: Active Consensus-Layer Trust Computation for Real-Time Intrusion Detection in Software-Defined Industrial IoT

Tiny-IDS: A Pruned Ensemble Distillation Pipeline for Lightweight and Explainable IoT Intrusion Detection

TICNN—A Hybrid Light-Weight CNN for Large Imbalanced Multi-Class Datasets on Intrusion Detection System in IoT

The F-ELV-Based Privacy-Preserving Framework for Intrusion Detection in SDN-IoT Network

TAWB-SFL: Trust-Aware Blockchain-Orchestrated Split Federated Learning for Intrusion Detection in 6G Healthcare IoT

StatAvg: Mitigating Data Heterogeneity in Federated Learning for Intrusion Detection Systems

Spectre-Fed: Evolving Federated Edge Intelligence From FedEdge-ID to Robust-Private IoT Intrusion Detection via Hybrid Adversarial Training

SMoQKE-IDS: Sparse Mixture of Quantum Kolmogorov–Arnold Network Experts for FL-IDS in Edge-IIoT