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-  2015 

基于广义和校准马氏距离对IP地址威胁程度的诊断
Diagnosis of threat degree of IP addresses based on the generalized and regularized Mahalanobis distances

DOI: 10.7523/j.issn.2095-6134.2015.01.004

Keywords: DNS,广义马氏距离,校准马氏距离,IP威胁程度,综合诊断
DNS
,generalized Mahalanobis distance,regularized Mahalanobis distance,IP address threat degree,diagnosis

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Abstract:

摘要 域名系统(DNS)是互联网的重要组成部分.维护DNS健康安全对整个互联网的正常运行具有十分重要的意义.通过监测并屏蔽对域名服务器具有潜在威胁的用户IP地址,达到维护DNS健康安全的目的.本文提出基于广义和校准的马氏距离2种方法,综合多个指标对IP地址的威胁程度进行诊断.这2种方法可以解决协方差阵不可逆的情形.将2种改进的马氏距离应用到实际访问DNS报文数据分析中,结果表明,它们在诊断IP的威胁程度上是非常有效的.

References

[1]  <p> Wikipedia. Domain name syestem[EB/OL]. America: Wikimedia Foundation. Inc.[2014-03-20]. http://en.wikipedia.org/wiki/Domain_Name_System.
[2]  ICANN. Measuring the health of the domain name system, report of the 2<sup>nd</sup> annual symposium on DNS security, stability, & resiliency[R]. Kyoto: ICANN, 2010.
[3]  Mockapetris P. RFC1035-domain names-implementation and specification[EB/OL]. America: Network Working Group, 1987-11, http://www.ietf.org/rfc/rfc1035.txt.
[4]  Wikipedia. Mahalanobis distance[EB/OL]. America: Wikimedia Foundation Inc.[2014-03-22]. http://en.wikipedia.org/wiki/Mahalanobis_distance.
[5]  Casalicchio E, Favino I N. Reference architecture, models and metrics[M/OL]. Roma: Global Cyber Security Center, (2011-07-22)[2013-10-20]. http://www.gcsec.org/sites/default/files/doc/D2%20Reference-Architecture-Models-and-Metrics.pdf.
[6]  Antonakakis M, Perdisci R, Lee W,et al. Detecting malware domains at the upper dns hierarchy[C]//The 20<sup>th</sup> USENIX Security Symposium. USENIX Security'11. Berkeley: USENIX, 2011: 27-27.
[7]  Mikle O, Slay K. Detecting hidden anomalies in DNS communication[C]//Casalicchio E. DNS EASY-2011. Americka: Global Cyber Security Center, 2011: 93-103.
[8]  Casalicchio E, Fovino I N. The 3rd global stability, security and resiliency symposium final report[R]. Roma: Global Cyber Security Center, 2011.
[9]  Mahalanobis, Chandra P. On the generalised distance in statistics[C]//Knight P. Proceedings of the National Institute of Sciences of India. India: National Institute of Sciences of India, 1936: 49-55.</p>

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