Zi-Yu Han

Core Traffic Feature Identification and Cross-Model Validation for Lightweight DDoS Detection

DDoS attacks exhaust target resources through large numbers of concurrent connections, requests, or packets, and remain a major threat to service availability. Machine-learning studies on public benchmarks such as CSE-CIC-IDS2018 often report high classification performance, but high scores alone do not explain which t...