微计算机信息
微計算機信息
미계산궤신식
CONTROL & AUTOMATION
2010年
6期
71-72,113
,共3页
入侵检测%关联规则%Apriori算法
入侵檢測%關聯規則%Apriori算法
입침검측%관련규칙%Apriori산법
Intrusion detection%Association rules%Apriori algorithm
入侵检测是网络安全体系结构中的一个重要组成部分,在这方面的研究国内外已经开始了几十年,但随着各种各样新的攻击手段的出现,对入侵检测方法和算法的要求也越来越高.本文通过对入侵检测系统和数据挖掘的分析,将关联规则算法中经典的Apriori算法应用于基于网络的入侵检测系统,用Apriori算法生成规则库,来识别各种攻击,提高了检测系统的整个性能.
入侵檢測是網絡安全體繫結構中的一箇重要組成部分,在這方麵的研究國內外已經開始瞭幾十年,但隨著各種各樣新的攻擊手段的齣現,對入侵檢測方法和算法的要求也越來越高.本文通過對入侵檢測繫統和數據挖掘的分析,將關聯規則算法中經典的Apriori算法應用于基于網絡的入侵檢測繫統,用Apriori算法生成規則庫,來識彆各種攻擊,提高瞭檢測繫統的整箇性能.
입침검측시망락안전체계결구중적일개중요조성부분,재저방면적연구국내외이경개시료궤십년,단수착각충각양신적공격수단적출현,대입침검측방법화산법적요구야월래월고.본문통과대입침검측계통화수거알굴적분석,장관련규칙산법중경전적Apriori산법응용우기우망락적입침검측계통,용Apriori산법생성규칙고,래식별각충공격,제고료검측계통적정개성능.
Intrusion Detection is one of the important part of the security system。The research has been carried out at home and abroad for decades in this regard,However, with a variety of new method of attack,the demand of the intrusion detection methods and algorithms have also been asked to improve. By analyzing the technology of Intrusion Detection System and Data Mining in this paper, the author uses Apriori algorithm which is the classic of association rules in Web-based Intrusion Detection System and applys the rule base generated by he Apriori algorithm to identify a variety of attacks,improves the overall performance of the detection system.
