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Shahid Latif

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Open access Sep 2026

Cross-Silo Federated Domain Adaptation for Trustworthy and Privacy-Preserving IoT Security in 5G-to-6G Wireless Systems

The convergence of large-scale Internet of Things (IoT) deployments with emerging 5G-to-6G wireless systems introduces unprecedented security challenges due to extreme network heterogeneity, evolving traffic dynamics, and stringent privacy requirements. Deep learning (DL)-based intrusion detection systems (IDS) often s...

S. Zakzouk, Shahid Latif, L. Said et al. · 0 citations
Open access Sep 2026

Adversarially robust few-shot learning for aI-enabled attack mitigation in the internet of things

The rapid expansion of Internet of Things (IoT) environments has introduced significant security challenges, particularly due to limited labeled data and increasing vulnerability to adversarial attacks. Traditional intrusion detection systems (IDS) struggle to generalize under such constraints, while existing few-shot...

Fatima A. Asiri, Nazik Alturki, Noha Alnazzawi et al. · 0 citations
Review Open access Aug 2026

Toward practical migration to post-quantum SSH: system-level design and evaluation

Results show that ML-KEM and hybrid ML-KEM can be integrated into SSH without prohibitive application-level session setup overhead, and support migration toward standardized post-quantum mechanisms in SSH-based gateway and remote-access environments, provided that algorithm choice and system configuration are validated...

Shahid Allah Bakhsh, Inam ul Haq, Tarek Helmy et al. · 0 citations

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