Dynamic P2P trust model based on context factors

Yi-chun LIU; Ying-hong LIANG

doi:10.11959/j.issn.1000-436x.2016153

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Dynamic P2P trust model based on context factors

Papers | 更新时间：2024-10-11

- Dynamic P2P trust model based on context factors
- Journal on Communications Vol. 37, Issue 8, Pages: 34-45(2016)
- 作者机构：
  
  广东财经大学信息学院，广东广州 510320
- 作者简介：
- 基金信息：
- DOI：10.11959/j.issn.1000-436x.2016153
  CLC： TP393
- Online First：2016-08，
  
  Published：25 August 2016
- 稿件说明：
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Yi-chun LIU, Ying-hong LIANG. Dynamic P2P trust model based on context factors[J]. Journal on Communications, 2016, 37(8): 34-45.
DOI：

Yi-chun LIU, Ying-hong LIANG. Dynamic P2P trust model based on context factors[J]. Journal on Communications, 2016, 37(8): 34-45. DOI： 10.11959/j.issn.1000-436x.2016153.

摘要

构建一个基于上下文因素的多维度P2P信任模型，结合考虑时间衰减、交互重要性和交互次数度量实体交互信任，基于 Dice 相似度给出信任相似度算法，设计一种多链路反馈可信度融合算法，聚合直接交互、评价相似度和信任链传递计算实体的推荐信任，综合直接信任和推荐信任进行实体信任的评估，并提出一种新的信任更新和奖惩机制。实例分析表明，模型较好地体现了上下文因素对信任计算的影响，增强了模型在上下文因素的敏感性。

Abstract

A multi-dimensional trust model was constructed based on the context factors.The direct trust of the interac-tive entities was estimated by integrating the time-decay factor

the transaction impact factor and the participation fre-quency.The trust similarity algorithm was designed based on the Dice similarity and the feedback credibility was aggre-gated from multiple trust chains.The direct interaction

the evaluation similarity and the trust chain was integrated for calculating the recommendation trust.The peer's trust was evaluated by combing the direct trust and the recommendation trust.A new mechanisam was proposed for the trust's update

incentive or punishment according to the peer's behavior on the interaction.The practical example analysis shows that the proposed model can effectively explain the effect of the transaction contextual factors on the entity trust

and can improve the trust sensitivity to the context transaction factors.

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Keywords

references

MARSH S P . Formalising trust as a computational concept [D ] . Uni-versity of Stirling,Stirling , 1994 .

BLAZE M , FEIGENBAUM J , LACY J . BLAZE M,FEIGENBAUM J,LACY J.Decentralized trust manage-ment [C ] // 17'th Symposium on Security and Privacy.IEEE Computer Society Press . c 1996 : 164 - 173 .

BETH T , BORCHERDING M , KLEIN B . Valuation of trust in open network [C ] // European Symposium on Research in Security (ESORICS).Springer-Verlag . c 1994 : 3 - 18 .

JØSANG A , ISMAIL R , BOYD C . A survey of trust and reputation systems for online service provision [J ] . Decision Support Systems , 2007 , 43 ( 2 ): 618 - 644 .

JØSANG A , KNAPSKOG S J . A metric for trusted sys-tems [C ] // Austrian Computer Society . c 1998 : 541 - 549 .

KAMVAR S . The EigenTrust algorithm for reputation management in P2P networks [C ] // 12th International World Wide Web Conference . c 2003 : 640 - 651 .

ZHOU R F , KAI H W . PowerTrust:a robust and scalable reputation system for trusted peer-to-peer computing [J ] . IEEE Transaction on Parallel and Distributed Systems , 2007 , 18 ( 4 ): 460 - 473 .

SU Z , LIU L , LI M , et al . ServiceTrust:trust management in service provision networks [C ] // 10'th International Conference on Services Computing . c 2013 : 272 - 279 .

XIONG L , LIU L . PeerTrust:supporting reputation-based trust for peer-to-peer electronic communities [J ] . IEEE Transactions on Knowl-edge Data Engineering , 2004 , 16 ( 7 ): 843 - 857 .

HUYNH T D , JENNINGS N R , SHADBOLT N R . An integrated trust and reputation model for open multi-agent systems [J ] . Autonomous Agents and Multi-Agent Systems , 2006 , 13 ( 2 ): 119 - 154 .

FAN W , YANG S , PERROS H , et al . A multi-dimensional trust-aware cloud service selection mechanism based on evidential reasoning ap-proach [J ] . International Journal of Automation and Computing , 2015 , 12 ( 2 ): 208 - 219 .

ASHTIANI M , AZGOMI M A . A formulation of computational trust based on quantum decision theory [C ] // Information System Frontiers.Springer US . c 2015 : 1 - 30 .

田春岐，邹仕洪，田慧蓉，等 . 一种基于信誉和风险评价的分布式P2P信任模型 [J ] . 电子与信息学报， 2007 ， 29 ( 7 ): 1628 - 1632 .

TIAN C Q , ZOU S H , Tian H R , et al . A new trust model based on reputation and risk evaluation for P2P networks [J ] . Journal of Elec-tronics ＆ Information Technology , 2007 , 29 ( 7 ): 1628 - 1632 .

李小勇，桂小林 . 可信网络中基于多维决策属性的信任量化模型 [J ] . 计算机学报， 2009 ， 32 ( 3 ): 405 - 415 .

LI X Y , GUI X L . Trust quantitative model with multiple decision fac-tors in trusted network [J ] . Chinese Journal of Computers , 2009 , 32 ( 3 ): 405 - 415 .

甘早斌，丁倩，李开，等 . 基于声誉的多维度信任计算算法 [J ] . 软件学报， 2011 ， 22 ( 10 ): 2401 - 2411 .

GAN Z B , DING Q , LI K , et al . Reputation-based multi-dimensional trust algorithm [J ] . Journal of Software , 2011 , 22 ( 10 ): 2401 - 2411 .

李峰，申利民，司亚利，等 . 基于交互感知的动态自适应的信任评估模型 [J ] . 通信学报， 2012 ， 33 ( 10 ): 60 - 70 .

LI F , SHEN L M , SI Y L , et al . Dynamic adaptive trust evaluation model based on interaction-aware [J ] . Journal on Communications , 2012 , 33 ( 10 ): 60 - 70 .

汪京培，孙斌，钮心忻，等 . 基于参数建模的分布式信任模型 [J ] . 通信学报， 2013 ， 34 ( 4 ): 47 - 59 .

WANG J P , SUN B , NIU X X , et al . Distributed trust model based on parameter modeling [J ] . Journal on Communications , 2013 , 34 ( 4 ): 47 - 59 .

李乔，何慧，方滨兴，等 . 基于信任的网络群体异常行为发现 [J ] . 计算机学报， 2014 ， 37 ( 1 ): 1 - 14 .

LI Q , HE H , FANG B X , et al . Awareness of the network group anomalous behaviors based on network trust [J ] . Chinese Journal of Computers , 2014 , 37 ( 1 ): 1 - 14 .

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