Advanced Hybrid Information Processing. First International Conference, ADHIP 2017, Harbin, China, July 17–18, 2017, Proceedings

Research Article

Response to Multiple Attack Behaviour Models in Cloud Computing

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  • @INPROCEEDINGS{10.1007/978-3-319-73317-3_56,
        author={Xu Liu and Xiaoqiang Di and Jinqing Li and Huamin Yang and Ligang Cong and Jianping Zhao},
        title={Response to Multiple Attack Behaviour Models in Cloud Computing},
        proceedings={Advanced Hybrid Information Processing. First International Conference, ADHIP 2017, Harbin, China, July 17--18, 2017, Proceedings},
        proceedings_a={ADHIP},
        year={2018},
        month={2},
        keywords={Behaviour model Attack-defense game Cloud computing},
        doi={10.1007/978-3-319-73317-3_56}
    }
    
  • Xu Liu
    Xiaoqiang Di
    Jinqing Li
    Huamin Yang
    Ligang Cong
    Jianping Zhao
    Year: 2018
    Response to Multiple Attack Behaviour Models in Cloud Computing
    ADHIP
    Springer
    DOI: 10.1007/978-3-319-73317-3_56
Xu Liu1, Xiaoqiang Di1,*, Jinqing Li1, Huamin Yang1, Ligang Cong1, Jianping Zhao1
  • 1: Changchun University of Science and Technology
*Contact email: dixiaoqiang@cust.edu.cn

Abstract

User behaviour models have been widely used to simulate attack behaviour in the security domain. In this paper, we introduce one perfect rational and three bounded rational behaviour models to simulate attack behaviour of attack-defense game in cloud computing, and then discuss defender’s response to attacks. We assume cloud provider as the role of defender is intelligent to collect attack-related information so that it can predict attack behaviour model, thus the attack behaviour model is known to defender, we therefore build a single-objective optimization game model to find the optimal virtual machine (VM) monitoring strategy against attacker. Finally, through numerical analysis, we prove that when the attack behavior model is known, the corresponding single-objective optimization game solution is better than the other three solutions.