Author

Hussein M. Farhood

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Open access Sep 2026

Improving Security Policy Validation in Distributed Systems Using Attack Graph Simulations

Validation of security policies in distributed systems is difficult because rules are heterogeneous, interact in non-obvious ways, and static checks often overlook multi-stage attacker chains. We offer a unified framework to translate real policies, and in parallel give visibility into policy-aware attack graphs (PAAGs...

Z. Al-araji, B. Hasan, Fahad Ahmed Shaban et al. · Al-Bahir · 0 citations

Review Open access Aug 2026

ALEIDF: An Adaptive Lightweight and Explainable Hybrid Deep Learning Framework for Intrusion Detection in Resource-Constrained IoT Networks

A unified framework (ALEIDF) which consolidates eight tightly coupled modules, namely: Adaptive Feature Evolution Module (AFE), Hybrid Deep Learning Engine (HDLE), Adaptive Threat Memory (ATM), Explainability Module (XM), Decision Engine (DE), Resource Optimization Module (ROM), and Online Learning Module (OLM) is prop...

Sally Hamdi, Hussein M. Farhood, M. Mohammed · International Journal of Com... · 0 citations