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

Hui LIN; Mengyang YU; Youliang TIAN; Yijie HUANG

doi:10.11959/j.issn.1000-436x.2018079

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

Papers | 更新时间：2024-06-05

- Dynamic game and reliable recommendation based transferring reputation mechanism for mobile cloud computing
- Journal on Communications Vol. 39, Issue 5, Pages: 85-93(2018)
- 作者机构：
  
  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
- 作者简介：
- 基金信息：
  
  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)
- DOI：10.11959/j.issn.1000-436x.2018079
  CLC： TP309
- Online First：2018-05，
  
  Published：25 May 2018
- 稿件说明：
移动端阅览
Hui LIN, Mengyang YU, Youliang TIAN, et al. Dynamic game and reliable recommendation based transferring reputation mechanism for mobile cloud computing[J]. Journal on Communications, 2018, 39(5): 85-93.
DOI：

Hui LIN, Mengyang YU, Youliang TIAN, et al. Dynamic game and reliable recommendation based transferring reputation mechanism for mobile cloud computing[J]. Journal on Communications, 2018, 39(5): 85-93. DOI： 10.11959/j.issn.1000-436x.2018079.

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。

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.

关键词

Keywords

references

ZISSIS D , LEKKAS D . Addressing cloud computing security issues [J ] . Future Generation Computer Systems , 2012 , 28 ( 3 ): 583 - 592 .

KHAN A N , MAT KIAH M L , KHAN S U , et al . Towards secure mobile cloud computing:a survey [J ] . Future Generation Computer Systems , 2013 , 29 ( 5 ): 1278 - 1299 .

FERNANDO N , LOKE S W , RAHAYU W . Mobile cloud computing:a survey [J ] . Future Generation Computer Systems , 2013 , 29 ( 1 ): 84 - 106 .

SHEN H , LIN Y , LI Z . Refining reputation to truly select high-QoS servers in peer-to-peer networks [J ] . IEEE Transactions on Parallel Distribute System , 2013 , 24 : 2439 - 2450 .

LUA K , WANGA J L , XIEA L , et al . An eigentrust-based hybrid trust model in P2P file sharing networks [J ] . Procedia Computer Science , 2016 , 94 : 366 - 371 .

刘浩 , 陈志刚 , 张连明 . 基于社区的移动社交网络安全路由算法设计与实现 [J ] . 信息网络安全 , 2017 ( 7 ): 25 - 31 .

LIU H , CHEN Z G , ZHANG L M . A secure routing algorithm of mobile social network based on community [J ] . Netinfor Security , 2017 , 7 : 25 - 31 .

SINGH S , CHAND D . Trust evaluation in cloud based on friends and third party’s recommendations [C ] // IEEE Engineering and Computational Sciences . 2014 : 1 - 6 .

YAN Z , LI X , KANTOLA R . Controlling cloud data access based on reputation [J ] . Mobile Networks and Applications , 2015 , 20 ( 6 ): 828 - 839 .

YAN Z , LI X , KANTOLA R . Heterogeneous data access control based on trust and reputation in mobile cloud computing [M ] . Advances in Mobile Cloud Computing and Big Data in the 5G Era,Springer International Publishing , 2017 : 65 - 113 .

YAN Z , LI X , WANG M , et al . Flexible data access control based on trust and reputation in cloud computing [J ] . IEEE Transactions on Cloud Computing , 2017 , 99 : 1 - 12 .

LIN H , XU L , HUANG X Y , et al . A trustworthy access control model for mobile cloud computing based on reputation and mechanism design [J ] . Ad Hoc Networks , 2015 , 35 ( C ): 51 - 64 .

CAO Q H , KHAN I , FARAHBAKHSH R , et al . A trust model for data sharing in smart cities [C ] // IEEE International Conference on Communications (ICC2016) , 2016 : 1 - 7 .

LIN H , HU J , TIAN Y L , et al . Toward better data veracity in mobile cloud computing:a context-aware and incentive-based reputation mechanism [J ] . Information Sciences , 2017 , 387 : 238 - 253 .

LIN H , XU L , MU Y , et al . A reliable recommendation and privacy-preserving based cross-layer reputation mechanism for mobile cloud computing [J ] . Future Generation Computer Systems , 2015 , 52 : 125 - 136 .

KIM M , PARK S O . Trust management on user behavioral patterns for a mobile cloud computing [J ] . Cluster Comput , 2013 , 16 : 725 - 731 .

HAMMAM A , SENBEl S . A trust management system for ad hoc mobile clouds [C ] // 2013 8th International Conference on Computer Engineering ＆ Systems . 2013 : 31 - 38 .

张会兵 , 李超 , 胡晓丽 , 等 . 物联网搜索中主客观融合的动态信誉评估 [J ] . 通信学报 , 2015 , 36 ( 12 ): 106 - 113 .

ZHANG H B , LI C , HU X L , et al . Fusing subjective and objective factors:a dynamic approach to evaluating reputation for IoT search [J ] . Journal on Communications , 2015 , 36 ( 12 ): 106 - 113 .

RAJENDRAN V V , SWAMYNATHAN S . Hybrid model for dynamic evaluation of trust in cloud services [J ] . Wireless Networks , 2016 , 22 ( 6 ): 1807 - 1818 .

ZHANG J , ZHANG Z , GUO H . Towards secure data distribution systems in mobile cloud computing [J ] . IEEE Transactions on Mobile Computing , 2017 , 99 : 1 - 12 .

VASAL D , SUBRAMANIAN V , ANASTASOPOULOS A . A systematic process for evaluating structured perfect Bayesian equilibria in dynamic games with asymmetric information [J ] . American Control Conference , 2016 : 3378 - 3385 .

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