2 papers
cs.CR2026
Navigating the Latent Manifold: Proactive Concept Drift Adaptation for Resilient NIDS
Chao Zha, Zifeng Kang, Tian Liu +2
Network intrusion detection systems (NIDS) are critical for cybersecurity, safeguarding services and data from potential attacks. However, existing AI-based NIDS often assume stati…
cs.CR2025
FlowXpert: Context-Aware Flow Embedding for Enhanced Traffic Detection in IoT Network
Chao Zha, Haolin Pan, Bing Bai +2
In the Internet of Things (IoT) environment, continuous interaction among a large number of devices generates complex and dynamic network traffic, which poses significant challenge…