Trust as a service: A framework for trust management in cloud environments

Talal H. Noor; Quan Z. Sheng

doi:10.1007/978-3-642-24434-6_27

Trust as a service: A framework for trust management in cloud environments

Talal H. Noor^*, Quan Z. Sheng

^*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review

107 Citations (Scopus)

Abstract

Trust is one of the most concerned obstacles for the adoption and growth of cloud computing. Although several solutions have been proposed recently in managing trust feedbacks in cloud environments, how to determine the credibility of trust feedbacks is mostly neglected. In addition, managing trust feedbacks in cloud environments is a difficult problem due to unpredictable number of cloud service consumers and highly dynamic nature of cloud environments. In this paper, we propose the "Trust as a Service" (TaaS) framework to improve ways on trust management in cloud environments. In particular, we introduce an adaptive credibility model that distinguishes between credible trust feedbacks and malicious feedbacks by considering cloud service consumers' capability and majority consensus of their feedbacks. The approaches have been validated by the prototype system and experimental results.

Original language	English
Title of host publication	Web Information System Engineering, WISE 2011
Subtitle of host publication	12th International Conference, Sydney, Australia, October 13-14 2011 : proceedings
Editors	Athman Bouguettaya, Manfred Hauswirth, Ling Liu
Place of Publication	Berlin, Germany
Publisher	Springer, Springer Nature
Pages	314-321
Number of pages	8
ISBN (Print)	9783642244339
DOIs	https://doi.org/10.1007/978-3-642-24434-6_27
Publication status	Published - 2011
Externally published	Yes
Event	12th International Conference on Web Information System Engineering, WISE 2011 - Sydney, NSW, Australia Duration: 13 Oct 2011 → 14 Oct 2011

Publication series

Name	Lecture Notes in Computer Science
Volume	6997
ISSN (Print)	03029743
ISSN (Electronic)	16113349

Other

Other	12th International Conference on Web Information System Engineering, WISE 2011
Country/Territory	Australia
City	Sydney, NSW
Period	13/10/11 → 14/10/11

Keywords

Cloud Computing
Credibility Model
Distributed Computing
Trust Management

Access to Document

10.1007/978-3-642-24434-6_27

Cite this

Noor, T. H., & Sheng, Q. Z. (2011). Trust as a service: A framework for trust management in cloud environments. In A. Bouguettaya, M. Hauswirth, & L. Liu (Eds.), Web Information System Engineering, WISE 2011: 12th International Conference, Sydney, Australia, October 13-14 2011 : proceedings (pp. 314-321). (Lecture Notes in Computer Science; Vol. 6997). Springer, Springer Nature. https://doi.org/10.1007/978-3-642-24434-6_27

Noor, Talal H. ; Sheng, Quan Z. / Trust as a service : A framework for trust management in cloud environments. Web Information System Engineering, WISE 2011: 12th International Conference, Sydney, Australia, October 13-14 2011 : proceedings. editor / Athman Bouguettaya ; Manfred Hauswirth ; Ling Liu. Berlin, Germany : Springer, Springer Nature, 2011. pp. 314-321 (Lecture Notes in Computer Science).

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abstract = "Trust is one of the most concerned obstacles for the adoption and growth of cloud computing. Although several solutions have been proposed recently in managing trust feedbacks in cloud environments, how to determine the credibility of trust feedbacks is mostly neglected. In addition, managing trust feedbacks in cloud environments is a difficult problem due to unpredictable number of cloud service consumers and highly dynamic nature of cloud environments. In this paper, we propose the {"}Trust as a Service{"} (TaaS) framework to improve ways on trust management in cloud environments. In particular, we introduce an adaptive credibility model that distinguishes between credible trust feedbacks and malicious feedbacks by considering cloud service consumers' capability and majority consensus of their feedbacks. The approaches have been validated by the prototype system and experimental results.",

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editor = "Athman Bouguettaya and Manfred Hauswirth and Ling Liu",

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Noor, TH & Sheng, QZ 2011, Trust as a service: A framework for trust management in cloud environments. in A Bouguettaya, M Hauswirth & L Liu (eds), Web Information System Engineering, WISE 2011: 12th International Conference, Sydney, Australia, October 13-14 2011 : proceedings. Lecture Notes in Computer Science, vol. 6997, Springer, Springer Nature, Berlin, Germany, pp. 314-321, 12th International Conference on Web Information System Engineering, WISE 2011, Sydney, NSW, Australia, 13/10/11. https://doi.org/10.1007/978-3-642-24434-6_27

Trust as a service: A framework for trust management in cloud environments. / Noor, Talal H.; Sheng, Quan Z.
Web Information System Engineering, WISE 2011: 12th International Conference, Sydney, Australia, October 13-14 2011 : proceedings. ed. / Athman Bouguettaya; Manfred Hauswirth; Ling Liu. Berlin, Germany: Springer, Springer Nature, 2011. p. 314-321 (Lecture Notes in Computer Science; Vol. 6997).

Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review

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T2 - 12th International Conference on Web Information System Engineering, WISE 2011

AU - Noor, Talal H.

AU - Sheng, Quan Z.

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N2 - Trust is one of the most concerned obstacles for the adoption and growth of cloud computing. Although several solutions have been proposed recently in managing trust feedbacks in cloud environments, how to determine the credibility of trust feedbacks is mostly neglected. In addition, managing trust feedbacks in cloud environments is a difficult problem due to unpredictable number of cloud service consumers and highly dynamic nature of cloud environments. In this paper, we propose the "Trust as a Service" (TaaS) framework to improve ways on trust management in cloud environments. In particular, we introduce an adaptive credibility model that distinguishes between credible trust feedbacks and malicious feedbacks by considering cloud service consumers' capability and majority consensus of their feedbacks. The approaches have been validated by the prototype system and experimental results.

AB - Trust is one of the most concerned obstacles for the adoption and growth of cloud computing. Although several solutions have been proposed recently in managing trust feedbacks in cloud environments, how to determine the credibility of trust feedbacks is mostly neglected. In addition, managing trust feedbacks in cloud environments is a difficult problem due to unpredictable number of cloud service consumers and highly dynamic nature of cloud environments. In this paper, we propose the "Trust as a Service" (TaaS) framework to improve ways on trust management in cloud environments. In particular, we introduce an adaptive credibility model that distinguishes between credible trust feedbacks and malicious feedbacks by considering cloud service consumers' capability and majority consensus of their feedbacks. The approaches have been validated by the prototype system and experimental results.

KW - Cloud Computing

KW - Credibility Model

KW - Distributed Computing

KW - Trust Management

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DO - 10.1007/978-3-642-24434-6_27

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AN - SCOPUS:80054066376

SN - 9783642244339

T3 - Lecture Notes in Computer Science

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Noor TH, Sheng QZ. Trust as a service: A framework for trust management in cloud environments. In Bouguettaya A, Hauswirth M, Liu L, editors, Web Information System Engineering, WISE 2011: 12th International Conference, Sydney, Australia, October 13-14 2011 : proceedings. Berlin, Germany: Springer, Springer Nature. 2011. p. 314-321. (Lecture Notes in Computer Science). doi: 10.1007/978-3-642-24434-6_27

Trust as a service: A framework for trust management in cloud environments

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