Abstract
The increasing security requirements for distributed collaborations, as well as the trend toward large-scale and remote geographically-dispersed computer systems, have created a growing demand for better trustfulness evaluation of participants involved in the collaboration. We propose a novel local-weighted and global feedback-based reputation framework for reputation management to facilitate secure collaborations in large-scale distributed systems. Different from existing works, we evaluate feedback trustfulness of participants involved in the collaboration in our proposed framework. Experimental results show that our proposed framework is applicable, effective and robust in combating malicious participants and malicious behaviors in large-scale distributed systems such as peer-to-peer networks.
This is a preview of subscription content, log in via an institution.
Buying options
Tax calculation will be finalised at checkout
Purchases are for personal use only
Learn about institutional subscriptionsPreview
Unable to display preview. Download preview PDF.
References
Xu, Y., Song, R., Korba, L., Wang, L., Shen, Weiming, Lang, S.: Distributed Device Networks with Security Constraints. IEEE Trans. on Industrial Informatics 1(4), 217–225 (2005)
Macinnes, I., Li, P., Yurcik, W.: Reputation and Dispute in eBay Transactions. International Journal of Electronic Commerce 10(1), 27–54 (2005)
Jøsang, A., Ismail, R., Boyd, C.: A Survey of Trust and Reputation Systems for Online Service Provision. Decision Support Systems 43(2), 618–644 (2007)
Kamvar, S., Schlosser, M., Garcia-Molina, H.: The EigenTrust Algorithm for Reputation Management in P2P Networks. In: Proc. of the 12th International Conference on World Wide Web, pp. 640–651. ACM Press, New York (2003)
Xiong, L., Liu, L.: PeerTrust: Supporting Reputation-Based Trust for Peer-to-Peer Electronic Communities. IEEE Trans. on Knowledge and Data Engineering 16(7), 843–857 (2004)
Zhou, R., Hwang, K.: PowerTrust: A Robust and Scalable Reputation System for Trusted Peer-to-Peer Computing. IEEE Trans. on Parallel and Distributed Systems 18(4), 460–473 (2007)
Zhang, Y., Fang, Y.: A Fine-Grained Reputation System for Reliable Service Selection in Peer-to-Peer Networks. IEEE Trans. on Parallel and Distributed Systems 18(8), 1134–1145 (2007)
Srivatsa, M., Xiong, L., Liu, L.: TrustGuard: Countering Vulnerabilities in Reputation Management for Decentralized Overlay Networks. In: Proc. of the 14th International Conference on World Wide Web, pp. 422–431. ACM Press, New York (2005)
Namin, A.S., Wei, Wei, R., Shen, Weiming, Ghenniwa, Hamada: An Efficient Trust Model for Multi-Agent Systems. In: Proc. of the 10th International Conference on Computer Supported Cooperative Work in Design, CSCWD 2006, pp. 1–6. IEEE Press, New York (2006)
Zeng, C., Xing, C., Zhou, L.: Similarity Measure and Instance Selection for Collaborative Filtering. In: Proc. of the 12th International Conference on World Wide Web, pp. 652–658. ACM Press, New York (2003)
Song, K., Ha, S., Park, J., Kweon, D., Kim, K.: Hybrid Load Forecasting Method With Analysis of Temperature Sensitivities. IEEE Trans. on Power Systems 21(2), 869–876 (2006)
Lu, H., Kolarik, W.J., Lu, S.S.: Real-Time Performance Reliability Prediction. IEEE Trans. on Reliability 50(4), 353–357 (2001)
Haveliwala, T., Kamvar, S.: The Second Eigenvalue of the Google Matrix, Technical Report, Stanford University (2003)
Stoica, I., Morris, R., Liben-Nowell, D., Karger, D., Kaashoek, M., Dabek, F., Balakrishnan, H.: Chord: A Scalable Peer-to-Peer Lookup Protocol for Internet Applications. IEEE/ACM Trans. on Networking 11(1), 17–32 (2003)
Ratnasamy, S., Francis, P., Handley, M., Karp, R., Shenker, S.: A Scalable Content-Addressable Network. In: Proc. of ACM SIGCOMM 2001, pp. 161–172. ACM Press, New York (2001)
Schlosser, M.T., Condie, T.E., Kamvar, S.D.: Simulating a File-Sharing P2P Network. In: First Workshop on Semantics in P2P and Grid Computing, SemPGRID 2003, Budapest, May, pp. 69–80 (2003)
Ge, L., Luo, Junzhou, Xu, Y.: Developing and Managing Trust in Peer-to-Peer Systems. In: Proc. of the 17th International Conference on Database and Expert Systems Applications, pp. 687–691. IEEE Press, New York (2006)
Wang, Y., Dong, X., Guo, H., He, X., Liu, G.: A Constellation Resource Discovery Model Based on Scalable Multi-tape Universal Turing Machine. In: Zhuge, H., Fox, G.C. (eds.) GCC 2005. LNCS, vol. 3795, pp. 633–644. Springer, Heidelberg (2005)
Wang, Y., Dong, X., He, X., Guo, H., Zheng, F., Qin, Z.: A Constellation Model for Grid Resource Management. In: Cao, J., Nejdl, W., Xu, M. (eds.) APPT 2005. LNCS, vol. 3756, pp. 263–272. Springer, Heidelberg (2005)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2008 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Mei, Y., Guan, S., Dong, X., Ma, S., Wang, Z. (2008). A Framework for Reputation Management in Large-Scale Distributed Systems. In: Shen, W., Yong, J., Yang, Y., Barthès, JP.A., Luo, J. (eds) Computer Supported Cooperative Work in Design IV. CSCWD 2007. Lecture Notes in Computer Science, vol 5236. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-92719-8_41
Download citation
DOI: https://doi.org/10.1007/978-3-540-92719-8_41
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-92718-1
Online ISBN: 978-3-540-92719-8
eBook Packages: Computer ScienceComputer Science (R0)