Network Anomaly Detection System with Optimized DS Evidence Theory

Table 2

The detection result of all the attacking types with SVM (FR = 1.91%).

Attack type	Attack number	Attack number detected	DR (%)
DOS	2000	1989	99.45
Probe	2000	1992	99.6
U2R	124	102	80.64
R2L	2000	1950	82.20
Total	6124	6033	98.51
Variance			9.76