Research Article

Labelled Dataset on Distributed Denial-of-Service (DDoS) Attacks Based on Internet Control Message Protocol Version 6 (ICMPv6)

Table 7

Detection accuracy for five classifiers applied to datasets.

No.ClassifierAccuracy

1Decision tree80.79%
2Support vector machine (SVM)78.78%
3Naïve Bayes80.54%
4-nearest neighbours (KNN)81.57%
5Neural networks81.57%