基于时间逻辑的大数据系统访问控制验证

IF 0.6 Q4 AUTOMATION & CONTROL SYSTEMS
M. A. Poltavtseva, A. A. Podorov, E. B. Aleksandrova
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引用次数: 0

摘要

保证访问控制的一致性是异构大数据系统的关键安全挑战之一。问题是大量的数据处理工具,以及信息的来源和用户;安全模型的异构性;以及粒度访问规则的复杂性。对这种情况下的时间因素进行分析,可以提高访问控制的一致性和可靠性。本研究的目的是选择一种方法和工具来实现大数据系统访问控制验证过程中的时间逻辑。分析了时间逻辑的类型和基于时间动作逻辑的验证方法。提出了利用TLA+解决上述问题的方法,并给出了相应规范的实例。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Verification of Access Control in Big Data Systems Using Temporal Logics

Verification of Access Control in Big Data Systems Using Temporal Logics

Ensuring consistent access control is one of the key security challenges in heterogeneous big data systems. The problem is the large number of data processing tools, as well as sources and users of information; heterogeneity of security models; and complexity of granular access rules. Analysis of the time factor in this case will improve the consistency and reliability of access control. The aim of this study is to select a methodology and tools for implementing temporal logic in the processes of access control verification of big data systems. The types of temporal logic and verification methods based on the temporal logic of actions (TLAs) are analyzed. The use of TLA+ is proposed to solve the given problem and an example of the corresponding specification is given.

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来源期刊
AUTOMATIC CONTROL AND COMPUTER SCIENCES
AUTOMATIC CONTROL AND COMPUTER SCIENCES AUTOMATION & CONTROL SYSTEMS-
CiteScore
1.70
自引率
22.20%
发文量
47
期刊介绍: Automatic Control and Computer Sciences is a peer reviewed journal that publishes articles on• Control systems, cyber-physical system, real-time systems, robotics, smart sensors, embedded intelligence • Network information technologies, information security, statistical methods of data processing, distributed artificial intelligence, complex systems modeling, knowledge representation, processing and management • Signal and image processing, machine learning, machine perception, computer vision
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