基于安全掃描信息降低入侵檢測系統(tǒng)的誤報率

通常入侵檢測系統(tǒng)在一旦發(fā)現(xiàn)有入侵跡象時便發(fā)出警報，但許多入侵攻擊最終是不能
成功的或者說并不能給系統(tǒng)或網絡造成危害，所以相應的警報屬于無效警報，而正是大量無效警報的存在使得入侵檢測系統(tǒng)有著較高的誤報率。在本文中，針對網絡型誤用入侵檢測系統(tǒng)建立了一種新的警報過濾機制，此機制通過安全掃描系統(tǒng)建立起一個本網絡的漏洞數(shù)據庫，由于一種網絡攻擊一般都是針對一個或多個程序漏洞的，當入侵檢測系統(tǒng)發(fā)現(xiàn)可疑入侵時，找出攻擊成功時所需存在的漏洞，并依據漏洞數(shù)據庫加以實時確認此漏洞是否存在，若不存在，則只是記入日志而不發(fā)出警報，從而過濾無效警報的產生。實驗結果證明，本文提出的警報過濾機制可以有效的降低誤報率。
關鍵詞 入侵檢測安全掃描漏洞數(shù)據庫警報過濾 降低誤報率
Abstract:One problem is the fact that intrusion detection systems are often run without any (orvery limited) information of the network resources that they protect.Althorugh tuning and proper configuration may eliminate the most obvious spurious alerts,the problem of the vast imbalance between actual and false alerts remains. This paper proposes an alert filtering scheme to reduce the false rate of intrusion detection systems.With the security scan system the scheme sets up a hole database of the protected network,against which a preliminarily recognized attack threat can be verified in determining if the attack may really succeed before it is reported.Expreiment result shows with the filtering scheme the false rate of intrusion detection systems obviously reduced.
Keywords: intrusion detection,security scan,hole database,alert filtering,false alert reduction