Author

Yun-Peng Zhang

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#artificial intelligence Preprint Sep 2026

Quantum Computing for Network Security Classification: Near-Term Classification and Long-Term Memory Efficiency

Evaluating near-term quantum-kernel support vector machines on practical network-security classification tasks and using quantum oracle sketching (QOS) to study a longer-term memory advantage for classification with streaming classical samples shows how quantum computing may contribute to network-security classificatio...

Yu-Qing Li, Poonam Bala Nehru, Yun-Peng Zhang et al. · 0 citations

Open access 2026

Modeling and Mitigating Physical Layer Jamming in Connected Vehicular Networks

An integrated co-simulation framework that models jamming attacks in connected vehicular networks using OMNeT++, SUMO, and Veins and contributes a modular, reproducible simulation framework explicitly designed to support the vehicular security research community.

Kumoulica Allu, Yun-Peng Zhang, Chang-Qing Luo et al. · International Conference on... · 0 citations

Open access 2026

TAE-MAGSAGE: Topology Aware Metric Learning for Graph Based Network Intrusion Detection

TAE-MAGSAGE, an edge-centric graph learning model which uses the observed communication structure to construct graphs and applies a line graph transformation to perform flow-level classification without collapsing the interaction relationships, is introduced.

Poonam Bala Nehru, Yun-Peng Zhang, Ren-Jie Hu et al. · International Conference on... · 0 citations