通信学报 ›› 2018, Vol. 39 ›› Issue (5): 85-93.doi: 10.11959/j.issn.1000-436x.2018079

• 学术论文 • 上一篇    下一篇

移动云计算中基于动态博弈和可靠推荐的传递信誉机制

林晖1,于孟洋1,田有亮2,黄毅杰1   

  1. 1 福建师范大学数学与信息学院,福建 福州 350117
    2 贵州省公共大数据重点实验室(贵州大学),贵州 贵阳 550025
  • 修回日期:2018-02-01 出版日期:2018-05-01 发布日期:2018-06-01
  • 作者简介:林晖(1977-),男,福建福州人,博士,福建师范大学副教授、硕士生导师,主要研究方向为信任管理、无线网络信息安全、移动云计算等。|于孟洋(1992-),男,河南郑州人,福建师范大学硕士生,主要研究方向为信息安全。|田有亮(1982-),男,贵州六盘水人,博士,贵州大学教授、博士生导师,主要研究方向为算法博弈论、密码学与安全协议、大数据安全与隐私保护、区块链与电子货币等。|黄毅杰(1990-),男,福建龙海人,福建师范大学硕士生,主要研究方向为无线网络信息安全。
  • 基金资助:
    国家自然科学基金资助项目(61702103);国家自然科学基金资助项目(61772008);福建省引导基金资助项目(2016Y0031);福州市科技局基金资助项目(2015-G-54);福州市科技局基金资助项目(2017-G-79)

Dynamic game and reliable recommendation based transferring reputation mechanism for mobile cloud computing

Hui LIN1,Mengyang YU1,Youliang TIAN2,Yijie HUANG1   

  1. 1 College of Mathematics and Informatics,Fujian Normal University,Fuzhou 350117,China
    2 Guizhou Provincial Key Laboratory of Public Big Data (Guizhou University),Guiyang 550025,China
  • Revised:2018-02-01 Online:2018-05-01 Published:2018-06-01
  • Supported by:
    The National Natural Science Foundation of China(61702103);The National Natural Science Foundation of China(61772008);Pilot Project of Fujian Province(2016Y0031);Project of Fuzhou Science and Technology Bureau(2015-G-54);Project of Fuzhou Science and Technology Bureau(2017-G-79)

摘要:

移动互联网和云计算的蓬勃发展,涌现出了大量基于移动云平台的服务。用户在使用移动云服务的同时,也将大量用户数据和隐私信息存放在云端,面临日益严重的数据泄露和隐私暴露等安全威胁。以移动云计算中的数据安全和隐私保护为研究背景,针对内部诽谤攻击和移动攻击,首先提出基于动态博弈的推荐激励策略;然后结合该策略,建立可靠推荐信誉评估模型;最后,提出一种新的基于动态博弈和可靠推荐的传递信誉机制。仿真结果表明,所提传递信誉机制能有效地抵御内部诽谤攻击和移动攻击,增强移动终端的可信性,进而提高移动云服务的数据安全和隐私保护。

关键词: 移动云计算, 数据安全, 隐私保护, 动态博弈, 信誉机制

Abstract:

The booming development of the mobile internet and cloud computing leads to the emerging of many mobile cloud platforms based services.However,since mobile users store lots of data and privacy information in the cloud when they are using the mobile cloud services,they are facing multiple increasingly serious security threats such as data leaks and privacy exposures.The data security and privacy protection was investigated in mobile cloud computing,aiming at the internal bad mouthing attacks and mobile attacks.A dynamic game and reliable recommendation based transferring reputation mechanism was proposed.First,a dynamic game based recommendation incentive mechanism was proposed.Secondly,a reliable recommendation reputation evaluation model was established based on the incentive mechanism.Last,a novel transferring reputation mechanism was proposed that combined the above mentioned incentive mechanism and reputation evaluation model.Simulation results demonstrate the proposed transferring reputation mechanism can defend against the internal bad mouthing attacks and mobile attacks effectively,enhance the credibility of mobile terminals and improve the data security and privacy protection of mobile cloud services.

Key words: mobile cloud computing, data security, privacy preserving, dynamic game, reputation mechanism

中图分类号: 

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