Network Anomaly Detection System with Optimized DS Evidence Theory

Table 1

KDD data set.

Data set	Total	Normal (%)	DOS (%)	Probe (%)	U2R (%)	R2L (%)
10% KDD	494,020	19.79	79.2	0.8	0.01	0.2
Test KDD	311,029	19.58	73.9	1.3	0.02	5.2
Whole KDD	4,898,430	19.8	79.3	0.84	0.001	0.02