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.· IEEE International Symposium...· 0 citations
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.· Cluster Computing· 0 citations
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.· Frontiers of Computer Scienc...· 0 citations
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