郭成

个人信息Personal Information

教授

博士生导师

硕士生导师

主要任职:软件学院、大连理工大学-立命馆大学国际信息与软件学院副院长

性别:男

毕业院校:大连理工大学

学位:博士

所在单位:软件学院、国际信息与软件学院

学科:软件工程. 计算机应用技术

联系方式:guocheng@dlut.edu.cn

电子邮箱:guocheng@dlut.edu.cn

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Tradeoff gain and loss optimization against man-in-the-middle attacks based on game theoretic model

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论文类型:期刊论文

发表时间:2019-12-01

发表刊物:FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE

收录刊物:SCIE、EI

卷号:101

页面范围:169-179

ISSN号:0167-739X

关键字:Game theory; Pareto theory; Man-in-the-middle attacks; Cybersecurity; Artificial intelligence

摘要:A successful man-in-the-middle (MITM) attack can result in significant financial loss and affect the cyber security of an organization. In this paper, we use a defender vs. multi-attacker Stackelberg game to model MITM attacks. We then propose an effective approach to compute the optimal defender strategy, based on a multi-double oracle algorithm. Finally, we quantify the gain and loss, based on the given noise packet insertion by calculating the Pareto optimal (non-dominated) solutions. We also demonstrate that our scheme achieves scalability and outperforms other non-strategy defense methods, based on findings from the simulations. (C) 2019 Elsevier B.V. All rights reserved.