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  • 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
  • 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
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