Detection and Prevention of Internet Control Message Protocol Flood Attack in Software-Defined Network Using Dynamic Threshold and Machine Learning
This paper proposes a hybrid ICMP flood detection and mitigation strategy that combines a Support Vector Machine (SVM) classifier installed directly on the RYU controller with a real-time dynamic threshold mechanism (based on continuous mean and standard deviation computation).