Cybersecurity in Edge Computing: A Trust-Aware Federated Hybrid Intrusion Detection Framework
Edge computing has emerged as a critical computing paradigm in modern distributed systems by migrating data processing closer to end users and Internet of Things (IoT) devices. While this paradigm decentralizes processes, minimizes latency, and reduces backhaul bandwidth congestion, it exponentially enlarges the cyberattack surface. Heterogeneous, resource-constrained edge devices deployed across unmanaged administrative domains present highly vulnerable targets. To address these vulnerabilities without compromising global data privacy regulations, this paper proposes a novel Trust-Aware Federated Hybrid Intrusion Detection Framework (TA-FHIDF). The proposed framework integrates an Autoen...
| Authors | Zawad Yalmie Sazid, Robert Abbas |
|---|---|
| Primary category | cs.CR |
| Published | 30 September 2026 |
| Last updated at source | 30 September 2026 |
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