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基于CUSUM的自适应攻击检测

赖会霞 马剑波 张仕

福建师范大学学报(自然科学版)2011,Vol.27Issue(5):34-39,6.
福建师范大学学报(自然科学版)2011,Vol.27Issue(5):34-39,6.

基于CUSUM的自适应攻击检测

A Self-adaptive Detecting Algorithm Based on CUSUM

赖会霞 1马剑波 2张仕3

作者信息

  • 1. 福建师范大学数学与计算机科学学院,福建福州 350108
  • 2. 网络安全与密码技术福建省高校重点实验室,福建福州 350108
  • 3. 中国石油天津销售公司,天津300170
  • 折叠

摘要

Abstract

In order to detect DDoS attack in time and accurately, a detecting algorithm based-on CUSUM is proposed. Using the sensitivity of CUSUM algorithm to slight changes, the detecting algorithm take the proportion of sending packets to and outgoing packets from destination address as characteristic value. The algorithm can adjust expectations and alarm-threshold dynamically. It has good adaptability and can be applied to all kinds of network environment. The experimental results and analysis indicate that the algorithm can detect attack rapidly and accurately, also has good adaptability.

关键词

DDoS/CUSUM算法/自适应攻击检测

Key words

DDoS/ CUSUM algorithm/ adaptive attack detection

分类

信息技术与安全科学

引用本文复制引用

赖会霞,马剑波,张仕..基于CUSUM的自适应攻击检测[J].福建师范大学学报(自然科学版),2011,27(5):34-39,6.

基金项目

福建省教育厅资助项目(JB10029) (JB10029)

福建省自然科学基金资助项目(2007J0315) (2007J0315)

福建师范大学学报(自然科学版)

OA北大核心CSCDCSTPCD

1000-5277

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