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Published on: July 15, 2022
Realizing IoT service's policy privacy over publish/subscribe-based middleware
Li Duan1, Yang Zhang2, Shiping Chen1
1State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, 100876 China ; Data61, CSIRO, Marsfield, NSW 2122 Australia.
This study introduces a novel access control framework to protect Internet of Things (IoT) service policy privacy within the publish/subscribe model. The framework ensures data and policy privacy, offering a scalable solution with reasonable overheads.
Area of Science:
- Computer Science
- Information Security
Background:
- The publish/subscribe paradigm enhances IoT service scalability and flexibility by decoupling event producers and consumers.
- Existing middleware lacks robust mechanisms for preserving IoT service policy privacy, leaving publishers with limited control and subscribers unable to filter events.
Purpose of the Study:
- To present a novel access control framework designed to preserve IoT service policy privacy within the publish/subscribe communication infrastructure.
- To address the challenges of policy privacy in large-scale IoT systems.
Main Methods:
- A two-layer cooperating method is employed, with a data layer for protecting IoT events and an application layer for preserving service policy privacy.
- The anonymous-set-based principle is utilized for policy embedding, encoding, and matching.
- The framework was implemented by extending the open-source Apache ActiveMQ broker with a policy-based authorization mechanism.
Main Results:
- The proposed policy privacy framework is proven to be Chosen-Plaintext Attack secure.
- Performance evaluation demonstrates that the approach is scalable and introduces only reasonable overheads.
Conclusions:
- The developed framework effectively preserves IoT service policy privacy in publish/subscribe systems.
- The integration with Apache ActiveMQ provides a practical and efficient solution for enhancing IoT security.
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