A proof-of-concept system for detecting and mitigating volumetric DDoS attacks using eBPF/XDP kernel processing, CUDA GPU acceleration, and covariance manifold analysis. The architecture decouples real-time packet filtering from statistical analysis to avoid latency bottlenecks, enabling defense without infrastructure cost to the defender.