Intrusion Detection Technique Based on the Grey Theory
The detection technique is designed and equipped to ensure the security of the computer system, and to find and report the unauthorized and the abnormal phenomena of the system on time. It is a technique used to detect the behavior that goes against the security principle of the computer system. The author applies the grey theory to build a instrusion detection data based on GM(1,1)model to compensate the data preprocessing model, and an index reducing algorithm which is based on grey relation. They have some characteristics, such as a few samples, low complexity, easy procedural realization, and can solve the renewed samples quickly. We have had a demonstration analysis, which shows that these models can help to reduce the occupied system resources obviously, enhance the timeliness and accuracy, and reduce rate of undetected errors and false retrieval.
grey theory intrusion detection data preprocessing reducing algorithm
Gao Qun
School of Management, Shandong University of Technology, Zibo, 255049, China
国际会议
烟台
英文
576-579
2010-08-06（万方平台首次上网日期，不代表论文的发表时间）