Our experiments indicated that FCDForest is feasible for DDoS attack detection, and feature construction method can improve models’ performance on DDoS attack detection.

"By employing highly simulated HTTP Flood attacks and dynamic feature obfuscation techniques, it circumvents traditional rule-based detection mechanisms ... "HTTPBot marks a paradigm shift in DDoS ...

For many years, the distributed denial-of-service (DDoS) threat landscape revolved around reflection/amplification attacks launched by malicious players hiding behind spoofed IP addresses. Around 2020 ...

Abstract: Anomaly detection aims to identify patterns and events that ... To address this, we propose a novel neural network architecture/model, called Dual-Decoder Variational Auto-Encoder (DDVAE) ...