AI RESEARCH
Lightweight CNN-Based DDoS Detection for Resource-Constrained Edge Networks
arXiv CS.LG
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ArXi:2309.05646v2 Announce Type: replace-cross Distributed Denial of Service (DDoS) attacks remain a persistent threat to the availability of Internet services, edge networks, and cyber-physical infrastructure. Although recent AI-security work has increasingly focused on foundation models, autonomous agents, and adversarial robustness, many operational defense tasks still require low-latency classification close to the network edge, where cloud-scale analysis may be too slow or expensive.