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Cloud Armor: Supporting Reputation Based On Trust Management For Cloud Services

Jonnadula Bala Harika K.Leelam G.Bindubhargavi J.Neeharika R.chittiBabu

Subject area: Science,Engineering and Technology  ·  Area of research: computer Engineering

Abstract

In cloud computing growth, management of trust is most challenging issue. Cloud computing has several challenging issues such as privacy, security and availability by the changing of environments. Preserving consumer?s privacy is not an easy task due to sensitive information involved in the interaction between consumer and the trust management service. Protecting cloud services from the malicious users is a difficult problem. The availability of trust management service is another significant challenge because of the dynamic nature of cloud environments. This paperproposesCloudArmor, a reputation based trust management framework that provides a set of functionalities to deliver Trust as a Service(Taas), which includes i) a novel protocol to prove the credibility of trust feedbacks and preserve users? privacy, ii) an adaptive and robust credibility model for measuring the credibility of trust feedbacks to protect cloud services from malicious users and to compare the trustworthiness of cloud services, and iii) an availability model to manage the availability of the decentralized implementation of the trust management service. The benefits of the approach have been validated by a prototype and experimental studies.

Keywords

Cloud computing, trust management, credibility, reputation, availability.

References

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[2] S. M. Khan and K. W. Hamlen, “Hatman: Intra-Cloud Trust Management for Hadoop,” in Proc. CLOUD’12, 2012.

[3] S. Pearson, “Privacy, Security and Trust in Cloud Computing,” in Privacy and Security for Cloud Computing, ser.Computer Communications and Networks,2013,pp.3– 42.

[4] J. Huang and D. M. Nicol, “Trust Mechanisms for Cloud Computing,” Journal of Cloud Computing, vol. 2, no. 1, pp. 1–14, 2013.

[5] K. Hwang and D. Li, “Trusted Cloud Computing with Secure Resources and Data Coloring,” IEEE Internet Computing, vol. 14, no. 5, pp. 14–22, 2010.

[6] M. Armbrust, A. Fox, R. Griffith, A. Joseph, R. Katz, A. Konwinski, G. Lee, D. Patterson, A. Rabkin, I. Stoica, and M.Zaharia,“A View of Cloud Computing,” Communications of the ACM, vol. 53, no. 4, pp. 50–58, 2010.

[7] S. Habib, S. Ries, and M. Muhlhauser, “Towards a Trust Management System for Cloud Computing,” in Proc. of TrustCom’11, 2011.

[8] I. Brandic, S. Dustdar, T. Anstett, D. Schumm, F. Leymann, and R. Konrad, “Compliant Cloud Computing (C3): Architecture and Language Support for User- DrivenCompliance Management in Clouds,” in Proc. of CLOUD’10, 2010.

[9] W. Conner, A. Iyengar, T. Mikalsen, I. Rouvellou, and K. Nahrstedt, “A Trust Management Framework for Service- Oriented Environments,” in Proc. of WWW’09, 2009.

[10] T. H. Noor, Q. Z. Sheng, and A. Alfazi, “Reputation Attacks Detection for Effective Trust Assessment of Cloud Services,” in Proc. of TrustCom’13, 2013.

[11] T. H. Noor, Q. Z. Sheng, S. Zeadally, and J. Yu, “Trust Management of Services in Cloud Environments: Obstacles and Solutions,” ACM Computing Surveys, vol. 46, no. 1, pp. 12:1–12:30, 2013.

[12] S. Pearson and A. Benameur, “Privacy, Security and Trust Issues Arising From Cloud Computing,” in Proc. CloudCom’10, 2010.

How to cite this paper

Jonnadula Bala Harika, K.Leelam, G.Bindubhargavi, J.Neeharika, R.chittiBabu "Cloud Armor: Supporting Reputation Based On Trust Management For Cloud Services" Iconic Research And Engineering Journals Volume 1 Issue 9 2018 Page 339-346
Jonnadula Bala Harika, K.Leelam, G.Bindubhargavi, J.Neeharika, R.chittiBabu "Cloud Armor: Supporting Reputation Based On Trust Management For Cloud Services" Iconic Research And Engineering Journals, vol. 1, no. 9, Mar. 2018
Jonnadula Bala Harika, K.Leelam, G.Bindubhargavi, J.Neeharika, R.chittiBabu (2018). Cloud Armor: Supporting Reputation Based On Trust Management For Cloud Services. Iconic Research And Engineering Journals, 1(9).
Jonnadula Bala Harika, K.Leelam, G.Bindubhargavi, J.Neeharika, R.chittiBabu "Cloud Armor: Supporting Reputation Based On Trust Management For Cloud Services" Iconic Research And Engineering Journals, vol. 1, no. 9, Mar. 2018.
@article{1700506,
      author = {Jonnadula Bala Harika, K.Leelam, G.Bindubhargavi, J.Neeharika, R.chittiBabu},
      title = {Cloud Armor: Supporting Reputation Based On Trust Management For Cloud Services},
      journal = {Iconic Research And Engineering Journals},
      year = {2018},
      volume = {1},
      number = {9},
      pages = {339-346},
      issn = {2456-8880},
      url = {https://www.irejournals.com/formatedpaper/1700506.pdf},
      abstract = {In cloud computing growth, management of trust is most challenging issue. Cloud computing has several challenging issues such as privacy, security and availability by the changing of environments. Preserving consumer?s privacy is not an easy task due to sensitive information involved in the interaction between consumer and the trust management service. Protecting cloud services from the  malicious users is a difficult problem. The availability of trust management service is another significant challenge because of the dynamic nature of cloud environments. This paperproposesCloudArmor, a reputation based trust management framework that provides a set of functionalities to deliver Trust as a Service(Taas), which includes  i) a novel protocol to prove the credibility of trust feedbacks and preserve users? privacy, ii) an adaptive and robust credibility model for measuring the credibility of trust feedbacks to protect cloud services from malicious users and to compare the trustworthiness of cloud services, and iii) an availability model to manage the availability of the decentralized implementation of the trust management service. The benefits of the approach have been validated by a prototype and experimental studies.},
      keywords = {Cloud computing, trust management, credibility, reputation, availability.},
      month = {March},
  }