Real-Time DDoS Detection by Integrated eBPF Telemetry and Machine Learning-enhanced SIEM
Distributed Denial-of-Service (DDoS) attacks remain one of the most disruptive threats to modern web services, overwhelming application resources and degrading service availability. This paper presents a lightweight, virtualized system architecture for real-time DDoS detection that combines kernellevel telemetry collec...