Trust Enhanced Cryptographic Role-Based Access Control for Secure Cloud Data Storage

IF 6.3 1区 计算机科学 Q1 COMPUTER SCIENCE, THEORY & METHODS
Lan Zhou;Vijay Varadharajan;Michael Hitchens
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引用次数: 78

Abstract

Cloud data storage has provided significant benefits by allowing users to store massive amount of data on demand in a cost-effective manner. To protect the privacy of data stored in the cloud, cryptographic role-based access control (RBAC) schemes have been developed to ensure that the data can only be accessed by those who are allowed by access policies. However, these cryptographic approaches do not address the issues of trust. In this paper, we propose trust models to reason about and to improve the security for stored data in cloud storage systems that use cryptographic RBAC schemes. The trust models provide an approach for the owners and roles to determine the trustworthiness of individual roles and users, respectively, in the RBAC system. The proposed trust models consider role inheritance and hierarchy in the evaluation of trustworthiness of roles. We present a design of a trust-based cloud storage system, which shows how the trust models can be integrated into a system that uses cryptographic RBAC schemes. We have also considered practical application scenarios and illustrated how the trust evaluations can be used to reduce the risks and to enhance the quality of decision making by data owners and roles of cloud storage service.
用于安全云数据存储的信任增强的基于角色的加密访问控制
云数据存储允许用户以经济高效的方式按需存储大量数据,从而带来了巨大的好处。为了保护存储在云中的数据的隐私,已经开发了基于角色的加密访问控制(RBAC)方案,以确保数据只能由访问策略允许的人访问。然而,这些加密方法并没有解决信任问题。在本文中,我们提出了信任模型来推理和提高使用加密RBAC方案的云存储系统中存储数据的安全性。信任模型为所有者和角色提供了一种方法,分别确定RBAC系统中单个角色和用户的可信度。所提出的信任模型在评估角色可信度时考虑了角色继承和层次结构。我们提出了一个基于信任的云存储系统的设计,展示了如何将信任模型集成到使用加密RBAC方案的系统中。我们还考虑了实际的应用场景,并说明了如何使用信任评估来降低风险,提高数据所有者和云存储服务角色的决策质量。
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来源期刊
IEEE Transactions on Information Forensics and Security
IEEE Transactions on Information Forensics and Security 工程技术-工程:电子与电气
CiteScore
14.40
自引率
7.40%
发文量
234
审稿时长
6.5 months
期刊介绍: The IEEE Transactions on Information Forensics and Security covers the sciences, technologies, and applications relating to information forensics, information security, biometrics, surveillance and systems applications that incorporate these features
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