Research on Intrusion Prevention System Using Imbalanced Classification
Jiannan Xu, Yun Hui Yang, Jun Luo, Xia Ding · 2011
This paper designed an intrusion prevention system based on system call traces, which refers to imbalanced Classification algorithm called I-SVDD. The penalty factor C. Selection point using Genetic Algorithm was also put forward, Experiments show the actual detection of attacks was more accurate and timeliness when using I-SVDD.