A unified access control model for calibration traceability in safety-critical IoT

Research output: Chapter in Book/Report/Conference proceedingConference contribution book

Abstract

Accuracy (and hence calibration) is a key requirement of safety-critical IoT (SC-IoT) systems. Calibration workflows involve a number of parties such as device users, manufacturers, calibration facilities and NMIs who must collaborate but may also compete (mutually untrusting). For instance, a surgical robot manufacturer may wish to hide the identities of third-parties from the operator (hospital), in order to maintain confidentiality of business relationships around its robot products. Thus, information flows that reveal who-calibrates-for-whom need to be managed to ensure confidentiality. Similarly, meta-information about what-is-being-calibrated and how-often-it-is-calibrated may compromise operational confidentiality of a deployment. We show that the challenge of managing information flows between the parties involved in calibration cannot be met by any of the classical access control models, as any one of them, or a simple conjunction of a subset such as the lattice model, fails to meet the desired access control requirements. We demonstrate that a new unified access control model that combines BIBA, BLP, and Chinese Walls holds rich promise. We study the case for unification, system properties, and develop an XACML-based authorisation framework which enforces the unified model. We show that upon evaluation against a baseline simple-conjunction of the three models individually, our unified model outperforms with authorisation times at least 10ms lower than the baseline. This demonstrates it is capable of solving the novel access control challenges thrown up by digital-calibration workflows.

Original languageEnglish
Title of host publicationInformation Systems Security - 16th International Conference, ICISS 2020, Proceedings
EditorsSalil Kanhere, Vishwas T Patil, Shamik Sural, Manoj S Gaur
Place of Publication[Switzerland]
PublisherSpringer
Pages3-22
Number of pages20
ISBN (Print)9783030656096
DOIs
Publication statusPublished - 31 Dec 2020
Event16th International Conference on Information Systems Security, ICISS 2020 - Jammu, India
Duration: 16 Dec 202020 Dec 2020

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume12553 LNCS
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Conference

Conference16th International Conference on Information Systems Security, ICISS 2020
Country/TerritoryIndia
CityJammu
Period16/12/2020/12/20

Keywords

  • Internet of Things
  • IoT
  • SC-IoT
  • access control

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