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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Publication Details

Journal
Automatic Control and Computer Sciences
Published
2024-12-01
DOI
https://doi.org/10.3103/s0146411624700974
Citations
1
Primary Topic
Access Control and Trust
Type
article
Field-Weighted Citation Impact
1.13
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article

Verification of Access Control in Big Data Systems Using Temporal Logics

Alexey Podorov, M. A. Poltavtseva, E. B. Aleksandrova
1 citations
Automatic Control and Computer Sciences
Access Control and Trust
1.13
article

Verification of Access Control in Big Data Systems Using Temporal Logics

Alexey Podorov, M. A. Poltavtseva, E. B. Aleksandrova
article en
1 citations

Abstract

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.

Automatic Control and Computer SciencesVol. 58(8)
Peter the Great St. Petersburg Polytechnic University (RU)
Openalex Percentile: Top 13%
Access Control and Trust
1.13
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