中国民航大学学报

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基于图和并行计算的云计算攻击图

仇晓锐   

  1. (中国民航大学信息网络中心,天津300300)
  • 收稿日期:2018-07-30 修回日期:2018-10-18 出版日期:2018-12-25 发布日期:2018-12-27
  • 作者简介:仇晓锐(1989—),男,山东聊城人,助理工程师,硕士,研究方向为信息安全、云计算及虚拟化.
  • 基金资助:
    中国民航大学教育教学改革与研究重点项目(CAUC-2016-C1-02);赛尔网络下一代互联网技术创新项目(2016-114)

Cloud computing attack graph based on graph and parallel computing

QIU Xiaorui   

  1. (Information Network Center, CAUC, Tianjin 300300, China)
  • Received:2018-07-30 Revised:2018-10-18 Online:2018-12-25 Published:2018-12-27

摘要: 不同于传统的计算模型,云计算本身特有的虚拟化特性和动态扩展性,给云计算的安全研究带来挑战。为此提出基于图的技术框架,采用软件定义网络(SDN)来获取网络配置和主机访问控制列表等信息,根据这些信息构建网络系统的可达性图;然后,对可达性图进行分解以获取强连通分量(SCC),在此基础上执行
并行的安全性分析;最后,根据分析结果构建攻击图并通过搭建一个真实的网络系统进行验证。实验结果表明院与传统的分析方法相比,攻击图生成时间有明显的改进。

关键词: SDN, 云计算, 强连通分量分解, 攻击图

Abstract: Different from the traditional computing model, the unique virtualization features and dynamic scalability of cloud computing pose challenges to the security research of cloud computing. A graph -based technical framework usingSDN(software defined network) is proposed toobtain information about network configuration and hostaccess control list, building a reachability map of the network system based on the information. The map is decomposed to obtain the SCC(strongly connected component), and parallel security analysis is performed on this basis. Finally, the attack graph is constructed based on the analyzing result. Experimental verification shows that there is a significant improvement of attack grhph generating speed compared with the traditional analyzing method.

Key words: SDN, cloud computing, strong connected component decomposition, attack graph

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