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An Efficient Ciphertext-Policy Weighted Attribute-Based Encryption for the Internet of Health Things
IEEE Journal of Biomedical and Health Informatics
|April 27, 2021
Summary
This study introduces a new method for securing the Internet of Health Things (IoHT) using advanced encryption. The flexible and efficient approach enhances data security for connected medical devices.
Area of Science:
- Computer Science
- Cybersecurity
- Health Informatics
Background:
- The Internet of Health Things (IoHT) connects medical devices for smart health monitoring.
- Cybersecurity is a critical challenge in IoHT due to sensitive data.
- Existing ciphertext-policy weighted attribute-based encryption (CP-WABE) methods lack flexibility and efficiency.
Purpose of the Study:
- To develop a flexible and efficient CP-WABE scheme for IoHT data security.
- To address limitations in computational capability and storage efficiency of current CP-WABE schemes.
- To enhance access control for weighted attributes and complex comparisons in IoHT.
Main Methods:
- Proposed a novel access policy expression method utilizing 0-1 coding technology.
- Constructed a flexible and efficient CP-WABE scheme tailored for IoHT environments.
- Incorporated offline/online encryption and outsourced decryption for resource-constrained IoT terminals.
Main Results:
- The proposed scheme supports weighted attributes and arbitrary comparisons of weighted attributes.
- Demonstrated improved efficiency and feasibility compared to existing schemes through theoretical and experimental analyses.
- Achieved security against chosen-plaintext attacks.
Conclusions:
- The novel CP-WABE scheme offers a flexible, efficient, and secure solution for IoHT data protection.
- The use of 0-1 coding and outsourced decryption enhances performance on IoT devices.
- This approach effectively addresses key cybersecurity challenges in the IoHT ecosystem.
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