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Zaydon L. Ali

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Open access Aug 2026

Explainable and Scalable Deep Learning Framework for Zero-Day Cyber Attack Detection in High-Dimensional Network Traffic

The rapid evolution of network-based cyber threats particularly zero-day attacks presents fundamental challenges to intrusion detection systems (IDS). Existing deep learning approaches frequently sacrifice explainability and scalability, two properties essential for operational deployment. This paper presents EXSCAD (E...

Zaydon L. Ali · 0 citations
Open access Aug 2026

Zero-Trust Architecture for Securing IoT Edge Networks Against Advanced Persistent Threats

These findings demonstrate that Edge-ZTA provides an efficient, privacy-preserving, and scalable cybersecurity framework capable of mitigating sophisticated multi-stage cyberattacks while satisfying the stringent performance requirements of next-generation Industrial IoT infrastructures.

Ahmed Ramzi Rashid, Zaydon L. Ali, Ahmed Sedeeq Baker Al-doori · 0 citations

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