基于拓扑势的P2P社区推荐信任模型

韩祺祎; 任梦吟; 文红

doi:10.11999/JEIT141303

基于拓扑势的P2P社区推荐信任模型

doi: 10.11999/JEIT141303

基金项目:

国家自然科学基金(61032003, 61271172)和教育部博士点基金(20120185110030, 20130185130002, 20120185110025)资助课题

计量
- 文章访问数: 1517
- HTML全文浏览量: 160
- PDF下载量: 629
- 被引次数: 0
出版历程
- 收稿日期: 2014-10-11
- 修回日期: 2015-01-04
- 刊出日期: 2015-06-19

Topological Potential Based Recommendation Trust Model for P2P Communities System

摘要

摘要: 对等网(P2P)系统因其开放性和匿名性等特点易受到恶意攻击和非法滥用，建立基于社区的信任模型是一个行之有效的解决途径。而现有的模型忽略了节点的动态性、活跃度及影响范围。该文在分析了P2P用户模型后，提出一种基于拓扑势的P2P社区推荐信任模型，综合评估了节点的影响力、交易量及信任度。在该模型中，分别建立了社区内部和跨社区信任度计算机制，给出了超级节点评选算法。最后的仿真实验结果验证了该信任模型的有效性和鲁棒性。
- 对等网(P2P) /
- 信任 /
- 拓扑势 /
- 社区 /
- 超级节点
Abstract: The features of autonomy, anonymity and distribution make the P2P system vulnerable to malicious attack and abuse. A feasible resolution in such an open environment is to exploit a community-based trust model to build trust relationship between peers. However, the existing model ignores the dynamic feature, the scope of activity and the influence of peers. After analyzing the P2P user model, a topological potential based recommendation trust model is proposed to integrate the influences, transactions, and reputations of nodes. In this model, the trust metrics are divided into intra- and inter-community computing mechanism. Moreover, the algorithm of selecting super node is presented. Simulation results show that the proposed trust model is effective and robust.
- P2P /
- Trust /
- Topological potential /
- Community /
- Super node

HTML全文

参考文献(22)

Feldman M, Padimitriou C, Chuang J, et al.. Free-riding and whitewashing in peer-to-peer systems[J]. IEEE Selected Areas in Communications, 2006, 24(5): 1010-1019.

Saroiu S, Gummadi P K, and Gribble S D. A measurement study of peer-to-peer file sharing systems[C]. SPIE International Conference on Multimedia Computing and Networking, San Jose, USA, 2002: 156-170.

Huang Kun and Wang Lu. Research of trust model based on peer-to-peer network security[C]. IEEE International Conference on Information Technology and Applications, Chengdu, China, 2013: 126-129.

Ahmet C and Bharat B. SORT: a self-organizing trust model for peer-to-peer systems[J]. IEEE Transactions on Dependable and Secure Computing, 2013, 10(1): 14-27.

Kamvar D and Schlosser T. EigenRep: reputation management in P2P networks[C]. The 12th ACM International World Wide Web Conference, Budapest, Hungary, 2003: 123-134.

窦文, 王怀民, 贾焰, 等. 构造基于推荐的Peer-to-Peer环境下的Trust模型[J]. 软件学报, 2004, 15(4): 571-583.

Dou Wen, Wang Huai-min, Jia Yan, et al.. A recommendation-based peer-to-peer trust model[J]. Journal of Software, 2004, 15(4): 571-583.

Zhou Run-fang, Hwang Kai, and Cai Min. GossipsTrust for fast reputation aggregation in peer-to-peer networks[J]. IEEE Transactions on Knowledge and Data Engineering, 2008, 20(9): 1282-1295.

Xu Hai-mei, Liu Yu-lin, Qi Shou-qing, et al.. A novel trust model based on probability and statistics for peer to peer networks[C]. IEEE International Conference on Quality, Reliability, Risk, Maintenance, and Safety Engineering, Chengdu, China, 2013: 2047-2050.

Wang Guo-jun, Felix M, Guo Song, et al.. Neighbor similarity trust against sybil attack in P2P e-commerce[J]. IEEE Transactions on Parallel and Distributed Systems, DOI: 10.1109/TPDS.2014.2312932.

Li Xiong and Ling Liu. PeerTrust: supporting reputation- based trust for peer-to-peer electronic communities[J]. IEEE Transactions on Knowledge and Data Engineering, 2004, 16(7): 843-857.

田春岐, 江建慧, 胡治国, 等. 一种基于聚集超级节点的P2P网络信任模型[J]. 计算机学报, 2010, 33(2): 345-355.

Tian Chun-qi, Jiang Jian-hui, Hu Zhi-guo, et al.. A novel super peer based trust model for peer to peer networks[J]. Chinese Journal of Computers, 2010, 33(2): 345-355.

Adele J, Rameez R, Tamas V, et al.. Systemic risk and user-level performance in private P2P communities[J]. IEEE Transactions on Parallel and Distributed Systems, 2013, 24(12): 2503-2512.

Niu Chang-yong, Luo Heng, Fan Ming, et al.. On feedback similarity measurement in web of trust[C]. IEEE Global Congress on Intelligent Systems, Xiamen, China, 2009, 3: 33-37.

Wang Jun-she, Li Xiao-long, and Zhang Yun. Research of P2P network trust model[C]. IEEE International Conference on Intelligent Human-Machine Systems and Cybernetics, Hangzhou, China, 2013: 70-73.

张健沛, 李泓波, 杨静, 等. 基于拓扑势的网络社区结点重要度排序算法[J]. 哈尔滨工程大学学报, 2012, 33(6): 745-752.

Zhang Jian-pei, Li Hong-bo, Yang Jing, et al.. An importance-sorting algorithm of network community nodes based on topological potential[J]. Journal of Harbin Engineering University, 2012, 33(6): 745-752.

淦文燕, 赫南, 李德毅, 等. 一种基于拓扑势的网络社区发现方法[J]. 软件学报, 2009, 20(8): 2241-2254.

Gan Wen-yan, He Nan, Li De-yi, et al.. Community discovery method in networks based on topological potential[J]. Journal of Software, 2009, 20(8): 22412254.

王子厚, 韩言妮, 林涛, 等. 可重构网络中基于中心度与拓扑势排序的资源分配算法[J]. 通信学报, 2012, 33(8): 10-20.

Wang Zi-hou, Han Yan-ni, Lin Tao, et al.. Resource allocation algorithms in the reconfigurable network based on network centrality and topology potential[J]. Journal on Communications, 2012, 33(8): 10-20.

施引文献

资源附件(0)

访问统计