文章基本信息

标题：A Multi-step Attack Recognition and Prediction Method Via Mining Attacks Conversion Frequencies
本地全文：下载
作者：MAN Da-peng ; LI Xue-zhen ; YANG Wu 等
期刊名称：International Journal of Wireless and Microwave Technologies(IJWMT)
印刷版ISSN：2076-1449
电子版ISSN：2076-9539
出版年度：2012
卷号：2
期号：2
页码：20-25
出版社：MECS Publisher
摘要：Massive security alerts produced by safety equipments make it necessary to recognize and predict multi-step attacks. In this paper, a novel method of recognizing and predicting multi-step attacks is proposed. It calculates attack conversion frequencies, and then mines the multi-step attack sequences. On this basis, it matches the new alert sequences dynamically, recognizes the multi-step attacks and predicts the next attack step. The result of experiment shows that the proposed method is effective and accurate.
关键词：Network security; multi-step attack; alert correlation; attack conversion frequencies