Abstract
For the rationality and selfishness of peers, the traditional security schemes can hardly solve the fake services providing and free-ridings in P2P networks. The trust model based on reputation can restrain the malicious behaviors, and avoid malicious peers abusing of resources. However, it suffers much from dishonest feedbacks and strategically altering behaviors of malicious peers. Recurring to the trust model of society network, a trust model based on similarity measure of vectors and a distributed implementation scheme based on R-Chain are proposed. In this model, “time-sensitive factor” has improved the sensitiveness of detecting peers’ behaviors, “service-type factor” and recommendation trust based on similarity measure of vectors have prevented collusion and bad-mouthing among peers. Consequently, theoretic analysis and simulation show that this model is effective and has favorable feasibility of implementation.
This paper is supported by the National Natural Science Foundation of China (Contract No.60273041) and the National ‘863’ High-Tech Program of China (Contract No. 2002AA104560).
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References
Oram, A.: Peer to Peer: Harnessing the power of disruptive technologies (2001) ISBN 0-596-00110-X
Adar, E., Huberman, B.: Free Riding on Gnutella. First Monday 5(10) (October 2000)
Wen, D., Huai-Min, W., Yan, J., Peng, Z.: A Recommendation-Based Peer-to-Peer Trust Model. Journal of Software 15(4) (2004)
Xiong, L., Liu, L.: A reputation-based trust model for peer-to-peer ecommerce communities. In: IEEE Conference on E-Commerce, CEC 2003 (2003)
Kamvar, S., Schlosser, M., Garcia-Molina, H.: Eigentrust: Reputation management in p2p networks. In: Proceedings of the 12th WWW Conference (2003)
Dellarocas, C.: Immunizing Online Reputation Reporting Systems Against Unfair Ratings and Discriminatory Behavior. In: ACM Conference on Electronic Commerce, pp. 150–157 (2000)
Srivatsa, M., Xiong, L., Liu, L.: TrustGuard: countering vulnerabilities in reputation management for decentralized overlay networks. In: WWW 2005, pp. 422–431 (2005)
Salton, G., Wong, A., Yang, C.S.: A vector space model for automatic indexing. Communications of the ACM 18(11), 613–620 (1975)
Liu, L., Zhang, S., Ryu, K.D., Dasgupta, P.: R-Chain: A Self-Maintained Reputation Management System in P2P Networks. In: 17th International Conference on Parallel and Distributed Computing Systems (PDCS 2004), San Francisco, CA, USA, September 2004, pp. 131–136 (2004)
Resnick, P., Zeckhauser, R.: Trust Among Strangers in Internet Transactions: Empirical Analysis of eBay’s Reputation System. Working Paper for the NBER workshop on empirical studies of electronic commerce (January 2001)
Beth, T., Borcherding, M., Klein, B.: Valuation of Trust in Open Networks. In: Gollmann, D. (ed.) ESORICS 1994. LNCS, vol. 875. Springer, Heidelberg (1994)
Feng, Z.J., Xian, T., Feng, G.J.: An Optimized Collaborative Filtering Recommendation Algorithm. Journal of Computer Research and Development 41(10) (2004) (in Chinese)
Despotovic, Z., Aberer, K.: A Probabilistic Approach to Predict Peers’ Performance in P2P Networks. In: Klusch, M., Ossowski, S., Kashyap, V., Unland, R. (eds.) CIA 2004. LNCS, vol. 3191, pp. 62–76. Springer, Heidelberg (2004)
Lam, S.K., Riedl, J.: Shilling recommender systems for fun and profit. In: Proceedings of the 13th World Wide Web Conference (2004)
Androutsellis-Theotokis, S., Spinellis, D.: A survey of peer-to-peer content distribution technologies. ACM Comput. Surv. 36(4), 335–371 (2004)
Liang, Z., Naijing, H., Shouzhi, Z.: Algorithm design for personalization recommendation system. Journal of Computer Research and Development 39(8), 986–991 (2002) (in Chinese)
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Guo, L., Yang, S., Wang, J., Zhou, J. (2005). Trust Model Based on Similarity Measure of Vectors in P2P Networks. In: Zhuge, H., Fox, G.C. (eds) Grid and Cooperative Computing - GCC 2005. GCC 2005. Lecture Notes in Computer Science, vol 3795. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11590354_103
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DOI: https://doi.org/10.1007/11590354_103
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