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Cross-Modal Multivariate Pattern Analysis
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An Efficient Attribute-Based Access Control (ABAC) Policy Retrieval Method Based on Attribute and Value Levels in

Meiping Liu1,2, Cheng Yang1,2, Hao Li3

  • 1State Key Laboratory of Media Convergence and Communication, Communication University of China, Beijing 100024, China.

Sensors (Basel, Switzerland)
|April 5, 2020
PubMed
Summary
This summary is machine-generated.

This study introduces an efficient method for Internet of Multimedia Things (IoMT) access control policy retrieval. The new approach significantly speeds up policy evaluation, improving multimedia service quality in the Internet of Things (IoT).

Keywords:
ABACbinary identifierdepth indexpolicy evaluationpolicy retrieval

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Area of Science:

  • Computer Science
  • Information Security
  • Multimedia Systems

Background:

  • The Internet of Multimedia Things (IoMT) offers intelligent services but faces significant multimedia data security and privacy challenges.
  • Attribute-Based Access Control (ABAC) provides fine-grained resource control in heterogeneous IoMT environments.
  • Inefficient access control policy evaluation in ABAC hinders multimedia service quality due to numerous users and policies.

Purpose of the Study:

  • To propose an efficient policy retrieval method for enhancing access control policy evaluation performance in multimedia networks.
  • To address the performance bottleneck in ABAC for IoMT environments.

Main Methods:

  • Developed a policy retrieval technique that first identifies relevant policies at the attribute level using binary identifiers.
  • Introduced a depth index to reconstruct the policy decision tree for improved efficiency at the attribute value level.

Main Results:

  • The proposed method demonstrated 3-5 times greater efficiency in access control policy evaluation compared to existing methods.
  • Simulation experiments confirmed the method's strong scalability under varying numbers and complexities of policies.

Conclusions:

  • The developed efficient policy retrieval method significantly improves the performance of access control in multimedia networks within the IoMT.
  • This advancement enhances the quality and scalability of multimedia application services in the Internet of Things (IoT).