Network Anomaly Detection System with Optimized DS Evidence Theory

Table 8

The detection result of all the attacking types with ODS evidence theory fusion of regression BPA method (false positive rate = 0.27%).

Attack type	Attack number	Attack number detected	DR (%)
DOS	2000	1997	99.85
Probe	2000	1997	99.85
U2R	124	119	95.97
R2L	2000	1992	99.60
Total	6124	6105	99.69
Variance			1.69