4.7 Article

Y Quantitative Analysis of Opacity in Cloud Computing Systems

Journal

IEEE TRANSACTIONS ON CLOUD COMPUTING
Volume 9, Issue 3, Pages 1210-1219

Publisher

IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/TCC.2019.2894768

Keywords

Federated cloud computing; internet of things; opacity; security policy; information flow

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This paper explores the information flow security of federated cloud systems, proposing a secure model and introducing the concept of opacity, with various quantitative analyses of opacity presented.
Federated cloud systems increase the reliability and reduce the cost of the computational support. The resulting combination of secure private clouds and less secure public clouds, together with the fact that resources need to be located within different clouds, strongly affects the information flow security of the entire system. In this paper, the clouds as well as entities of a federated cloud system are assigned security levels, and a probabilistic flow sensitive security model for a federated cloud system is proposed. Then the notion of opacity-a notion capturing the security of information flow-of a cloud computing systems is introduced, and different variants of quantitative analysis of opacity are presented. As a result, one can track the information flow in a cloud system, and analyze the impact of different resource allocation strategies by quantifying the corresponding opacity characteristics.

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