Author

Xue-Liang Fu

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Open access Aug 2026

MOO-IDS: multi-objective optimization-based lightweight intrusion detection system for in-vehicle networks

This study provides a high-precision, lightweight, and strongly generalizable multi-class intrusion detection model for resource-constrained vehicular environments.

Ya-Li Hao, He Bai, A. Siya et al. · Scientific Reports · 0 citations

Open access Aug 2026

PDCG-RuleDetector: parameterized data-flow call graphs meet large language models for malicious NPM package detection

The PDCG-RuleDetector framework is validated on widely used datasets and shows good generalization capability, and during 10 days of real-world deployment, the framework identified 152 malicious packages among 107,802 newly published NPM packages.

He Bai, Jia-Qi Zhang, Honghui Li et al. · Journal of King Saud Univers... · 0 citations