Opinion Model Based Security Reputation Enabling Cloud Broker Architecture
Conference paper
Abstract
Security and trust in service providers is a major concern in the use of cloud services and the associated process of selecting a cloud service provider that meets the expectations and needs of one’s security requirements is not easy. As a solution, we propose a broker architecture model that enables us to build a security reputation framework for cloud service providers, capturing comprehensive evidence of security information to build its trust and security reputation.
Keywords
broker reputation subjective logic securityPreview
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References
- 1.Alhamad, M., Dillon, T., Chang, E.: SLA-Based Trust Model for Cloud Computing 13th International Conference on Network-Based Information Systems (2010)Google Scholar
- 2.Dumitrescu, C., Raicu, I., Foster, I.: DI-GRUBER: A Distributed Approach to Grid Resource Brokering. In: Proceedings of the ACM/IEEE Conference on Supercomputing (2005)Google Scholar
- 3.Ferrer, A.J., Hernández, F., Tordsson, J., Elmroth, E., Ali-Eldin, A., Zsigri, C., Sirvent, R., Guitart, J., Badia, R.M., Djemame, K., Ziegler, W., Dimitrakos, T., Nair, S.K., Kousiouris, G., Konstanteli, K., Varvarigou, T., Hudzia, B., Kipp, A., Wesner, S., Corrales, M., Forgó, N., Sharif, T., Sheridan, C.: OPTIMIS: a Holistic Approach to Cloud Service Provisioning. Future Generation Computer Systems 28(1), 66–77 (2012)CrossRefGoogle Scholar
- 4.Gourlay, I., Djemame, K., Padgett, J.: Reliability and Risk in Grid Resource Brokering. In: IEEE International Conference on Digital Ecosystems and Technologies (DEST) (2008)Google Scholar
- 5.Hwang, K., Kulkarni, S., Hu, Y.: Cloud Security with Virtualized Defense and Reputation-based Trust Management. In: Eighth IEEE International Conference on Dependable, Autonomic and Secure Computing (2009)Google Scholar
- 6.Jin, Y., Bloch, P., Cameron, G.: A Comparative Study: Does the Word-of-mouth Communications and Opinion Leadership Model Fit Epinions on the Internet? In: Proceedings of the Hawaii International Conference on Social Sciences (2002)Google Scholar
- 7.Jøsang, A.: A Logic for Uncertain Probabilities. International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems 9(3), 279–311 (2001)MathSciNetCrossRefMATHGoogle Scholar
- 8.Jøsang, A., Ismail, R.: The Beta Reputation System. In: Proceedings of the 15th Bled Electronic Commerce Conference e-Reality: Constructing the e-Economy (2002)Google Scholar
- 9.Kerr, R., Cohen, R.: Modeling trust using transactional, numerical units. In: PST 2006: Proceedings of the Conference on Privacy, Security and Trust, Markham, Canada (2006)Google Scholar
- 10.Li, F., Wu, J.: Uncertainty Modeling and Reduction in MANETs. IEEE Transactions on Mobile Computing 9(7) (2010)Google Scholar
- 11.Nair, S.K., Porwal, S., Dimitrakos, T., Ferrer, A.J., Tordsson, J., Sharif, T., Sheridan, C., Rajarajan, M., Khan, A.U.: Towards Secure Cloud Bursting, Brokerage and Aggregation. In: IEEE 8th European Conference Web Services (ECOWS) (2010)Google Scholar
- 12.Page, L., Brin, S., Motwani, R., Winograd, T.: The PageRank Citation Ranking: Bringing Order to the Web, Technical report, Stanford Digital Library Technologies Project (1998)Google Scholar
- 13.Pawar, P.S., Rajarajan, M., Nair, S.K., Zisman, A.: Trust model for optimized cloud services. In: Dimitrakos, T., Moona, R., Patel, D., McKnight, D.H. (eds.) IFIPTM 2012. IFIP AICT, vol. 374, pp. 97–112. Springer, Heidelberg (2012)CrossRefGoogle Scholar
- 14.Ray, I., Poolsappasit, N., Dewri, R.: An Opinion Model for Evaluating Malicious Activities in Pervasive Computing SystemsGoogle Scholar
- 15.Resnick, P., Zeckhauser, R.: Trust Among Strangers in Internet Transactions: Empirical Analysis of eBay’s Reputation System. In: Baye, M.R. (ed.) The Economics of the Internet and E-Commerce. Advances in Applied Microeconomics, vol. 11, pp. 127–157. Elsevier Science, AmsterdamGoogle Scholar
- 16.Resnick, P., Zeckhauser, R., Swanson, J., Lockwood, K.: The Value of Reputation on Ebay: A Controlled Experiment. Experimental Economics 9(2), 79-101(23) (2006)Google Scholar
- 17.Schneider, J., Kortuem, G., Jager, J., Fickas, S., Segall, Z.: Disseminating trust information in wearable communities. Personal and Ubiquitous Computing 4(4), 245–248, doi:10.1007/BF02391568Google Scholar
- 18.Srivatsa, M., Liu, L.: Secure Event Dissemination in Publish-Subscribe Networks. In: 27th International Conference on Distributed Computing Systems (ICDS 2007) (2007)Google Scholar
- 19.Venugopal, S., Buyya, R., Winton, L.: A Grid Service Broker for Scheduling e-Science Applications on Global Data Grids. In: Concurrency and Computation: Practice and Experience, vol. 18(6), pp. 685–699. Wiley Press, New York (2006)Google Scholar
- 20.Wang, Y., Singh, M.P.: Evidence-Based Trust: A Mathematical Model Geared for Multiagent Systems. ACM Transactions on Autonomous and Adaptive Systems, Vol 5(4), Article 14 (2010)Google Scholar
- 21.Wu, P., Wu, G.: A Reputation-Based Trust Model for P2P Systems. In: International Conference on Computational Intelligence and Security (2009)Google Scholar
- 22.http://csrc.nist.gov/publications/PubsSPs.html#800-145. The NIST Definition of Cloud Computing. Special Publication 800-145
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