Data Inspection and Access Control for 5G Edge Computing-Enabled Internet of Medical Things

符号 计算机科学 密码学 访问控制 互联网 理论计算机科学 算法 情报检索 万维网 计算机安全 数学 算术
作者
Mohammad Ali,Amin Hosseingholizadeh,Ximeng Liu
出处
期刊:IEEE Transactions on Network Science and Engineering [Institute of Electrical and Electronics Engineers]
卷期号:11 (5): 4120-4133 被引量:2
标识
DOI:10.1109/tnse.2024.3397320
摘要

The integration of 5 G edge computing in the Internet of Medical Things (IoMT) holds the promise for decentralized medical services. However, this advancement raises substantial security concerns, particularly concerning data integrity and access control. The preservation of patient privacy and data security is imperative, given the sensitive nature of medical data. Despite existing research efforts, current solutions exhibit notable drawbacks. In particular, integrity and access control issues are often addressed in isolation, resulting in elevated input/output (I/O) and communication costs. Additionally, many solutions lack the efficiency necessary for deployment on small IoMT devices. This paper introduces a groundbreaking cryptographic solution, named online/offline remote signcryption ( $\text{O}^{2}\text{RSC}$ ), effectively addressing these limitations. $\text{O}^{2}\text{RSC}$ facilitates the simultaneous provision of integrity and access control services, minimizing computational operations in online mode. Our inspection is executed without the need for complete data downloads, significantly reducing communication costs. Our analysis shows that $\text{O}^{2}\text{RSC}$ is secure and cost-effective than current state-of-the-art schemes. Our online/offline technique significantly reduces system overhead. For 200 KB of data, $\text{O}^{2}\text{RSC}$ is over 100 times faster in encryption and decryption, and it reduces ciphertext size by over 100 times. For 200 MB of data, $\text{O}^{2}\text{RSC}$ tags over 100 times faster.

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