基于动态分组的开放分布系统信任度量与管理研究

doi:10.11959/j.issn.1000-436x.2015012

Abstract

Abstract:

A stability enhanced group-based trust model(denoted by SEGTM) for open distributed systems was presented to solve the problems of not sufficiently maintaining trust relation between peers due to the dynamic changes in trust network topology.First,the formation and dynamic management of peers' group were depicted in detail,including nodes gathered into the same group with similar interests,competition for group head and nodes within the group leave in active or passive ways.Then,the trust relation in proposed model was categorized into three kinds and subsequently each solution for these kinds was also put forward.So,the problems of decline in accuracy of computational trust degree between peers due to the difference of peers' interests and low probability of repeated transactions between them were addressed.Simulation results show that the model not only enhances the fairness and stability in response to dynamic changes in network topology,but also can effectively resist the attacks of malicious nodes.

Key words: open distributed systems, trust network, trust model, local trust degree

Li-ming JIANG,Zhi-ming LIU,Kun ZHANG,Jian XU,Hong ZHANG. Research on trust measure and management for open distributed systems based on dynamic grouping[J]. Journal on Communications, 2015, 36(1): 100-110.

Figures/Tables 9

References 19

[1]	DU R Z , TIAN J F , WANG Z X , et al. A trust model of P2P network based on reputation and risk[A]. Proceedings of the 2009 WRI World Congress on Software Engineering(WCSE2009)[C]. Xiamen,China, 2009. 382-386.
[2]	蒋黎明，张琨，徐建等．证据信任模型中的信任传递与聚合研究[J]．通信学报， 2011 32(8):91-100. JIANG L M , ZHANG K , XU J , et al. Research on trust transitivity and aggregation in evidential trust model[J]. Journal on Communications, 2011 32(8):91-100.
[3]	WAN K Y , ALAGAR V . A context-aware trust model for service-oriented multi-agent systems[A]. 1st International Workshop on Quality-of-Service Concerns in Service Oriented Architectures (QoSCSOA 2008)[C]. Sydney,Australia, 2008. 221-236.
[4]	eBay[EB/OL]. .
[5]	Amazon[EB/OL]. .
[6]	KAMVAR S , SCHLOSSER M . The eigentrust algorithm for reputation management in P2P networks[A]. Proceedings of the 12th International Conference on World Wide Web (WWW '03)[C]. Budapest,Hungary, 2003.
[7]	LI X , LIU L . Peertrust:supporting reputation-based trust for peer-to-peer electronic communities[J]. IEEE Transactions on Knowledge and Data Engineering, 2004.16(7): 843-857.
[8]	SWAMYNATHAN G , ZHAO B Y , KEVIN C A , et al. Globally decoupled reputations for large distributed networks[J]. Advances in Multimedia, 2007,2007(1): 1-14.
[9]	ZHOU R F , HWANG K , CAI M . Gossiptrust for fast reputation aggregation in peer-to-peer networks[J]. IEEE Transactions on Knowledge and Data Engineering, 2008,20(9): 1282-1295.
[10]	孙知信，唐益慰．基于全局信任度的多层分组P2P信任模型[J]．通信学报， 2007,28(9):133-140. SUN Z X , TANG Y W . Multilayer and grouping P2P trust model based on Global reputation[J]. Journal on Communications, 2007,28(9):133-140.
[11]	ZHOU R F , HWANG K . Powertrust:a robust and scalable reputation system for trusted peer-to-peer computing[J]. IEEE Transactions on Parallel and Distributed Systems, 2007.18(4): 460-473.
[12]	SONG S , HWANG K , ZHOU R , et al. Trusted P2P transactions with fuzzy reputation aggregation[J]. Internet Computing,IEEE, 2005.9(6): 24-34.
[13]	LEE S , SHERWOOD R , BHATTACHARJEE B . Cooperative peer groups in NICE[A]. Proc of Twenty-Second Annual Joint Conference of the IEEE Computer and Communications Societies[C]. 2003. 1272-1282.
[14]	ZHAO H.Y , LI X.L . H-trust:a group trust management system for peer-to-peer desktop grid[J]. Journal of Computer Science and Technology 2009.24(5): 833-843.
[15]	SONG S , HWANG K , ZHOU R E . Trusted P2P transactions with fuzzy reputation aggregation[J]. IEEE Internet Computing, 2005. 18-28.
[16]	XUE G T , YOU J.Y , JIA Z Q . An interest group model for content location in peer-to-peer systems[A]. Proceedings of the IEEE International Conference on E-Commerce Technology for Dynamic E-Business (CEC-East'04)[C]. 2004. 306-309.
[17]	LIU X , DATTA A , RZADCA K . StereoTrust:a group based personalized trust model[A]. 18th ACM Conference on Information and Knowledge Management[C]. Hongkong,China: 2009. 7-16.
[18]	ZHANG Y , ZHENG H , LIU Y , et al. A group trust model based on service similarity evaluation in P2P networks[J]. International Journal of Intelligent Systems, 2011,26(1): 47-62.
[19]	YU B , SINGH M P . Distributed reputation management for electronic commerce[J]. Computational Intelligence, 2002,18(4): 53-549.

Metrics

Recommended 0

No Suggested Reading articles found!

参数名	描述	值
N	系统中Agent总数	可变
NS	每个Agent的最大邻居数	5
K	系统初始化群组个数	20
θ	节点与组的相似度	0.15
ξ	组成员数上限值	50
δ	可信节点的全局信任值下限	0.4
γ	推荐信任值误差上限	0.2
ω	不一致推荐交互周期数上限	4
H	组内节点交互数目门限值	10

Research on trust measure and management for open distributed systems based on dynamic grouping

RichHTML

PDF

Knowledge

Abstract

Cite this article

share this article

Figures/Tables 9

References 19

Related Articles 15

Metrics

Recommended 0

[1]	Lin ZHANG,Huan XING,Ru-chuan WANG,Chao-jie WU. Dynamic trust model based on recommendation chain classification in complex network environment [J]. Journal on Communications, 2015, 36(9): 55-64.
[2]	Xing-mao WANG,Xing-ming ZHANG,Jiang-xing WU. Collaborative filtering recommendation algorithm based on one-jump trust model [J]. Journal on Communications, 2015, 36(6): 193-200.
[3]	Bo WANG,Xun-xun CHEN. Opportunistic routing algorithm based on trust model for ad hoc network [J]. Journal on Communications, 2013, 34(9): 92-104.
[4]	. Distributed trust model based on parameter modeling [J]. Journal on Communications, 2013, 34(4): 6-59.
[5]	Jing-pei WANG,Bin SUN,Xin-xin NIU,Yi-xian YANG. Distributed trust model based on parameter modeling [J]. Journal on Communications, 2013, 34(4): 47-59.
[6]	Yan-lin QIN,Xiao-ping WU,Jian-xin GAO. Research on selective trust-path search and aggregation in distributed environment [J]. Journal on Communications, 2012, 33(Z1): 148-156.
[7]	Jiang-tao WANG,Zhi-gang CHEN,Xiao-heng DENG. Context-aware and self-adaptive trust model for pervasive computing [J]. Journal on Communications, 2012, 33(11): 41-48.
[8]	Lin ZHANG,Ru-chuan WANG,Hai-yan WANG. Trust transitivity algorithm based on multiple influencing factors for grid environment [J]. Journal on Communications, 2011, 32(7): 161-168.
[9]	Xin GU,Zheng-quan XU,Jin LIU. Review of cloud based trust model [J]. Journal on Communications, 2011, 32(7): 176-181.
[10]	Mo YANG,Li-na WANG. Research of Web service reliability enhancement method based on trust fault tolerant [J]. Journal on Communications, 2010, 31(9): 133-140.
[11]	Shen-long CHEN,Yu-qing ZHANG. [J]. Journal on Communications, 2010, 31(5): 1-9.
[12]	Zhi-guo SHI,Ji-wei LIU,Zhi-liang WANG. Dynamic P2P trust model based on time-window feedback mechanism [J]. Journal on Communications, 2010, 31(2): 120-129.
[13]	Liang-min WANG,Yuan-bo GUO,Yong-zhao ZHAN. Fuzzy trust model for wireless sensor networks with intrusion tolerance [J]. Journal on Communications, 2010, 31(12): 37-44.
[14]	Guang-sheng MIAO,Deng-guo FENG,Pu-rui SU. Colluding clique detector based on activity similarity in P2P trust model [J]. Journal on Communications, 2009, 30(8): 9-20.
[15]	Yi-ning QUAN,Yu-pu HU,Xin-she LI. Trust comprehensive evaluation based on the fuzzy inference theory in P2P network [J]. Journal on Communications, 2009, 30(8): 124-130.