An Identity-Based Data Integrity Auditing Scheme for Cloud-Based Maritime Transportation Systems

计算机科学 正确性 数据完整性 云计算 计算机安全 上传 方案(数学) 审计 安全性分析 云存储 架空(工程) 计算机网络 加密 业务 算法 数学分析 数学 会计 操作系统
作者
Xiong Li,Shuai Shang,Shanpeng Liu,Ke Gu,Mian Ahmad Jan,Xiaosong Zhang,Fazlullah Khan
出处
期刊:IEEE Transactions on Intelligent Transportation Systems [Institute of Electrical and Electronics Engineers]
卷期号:: 1-12 被引量:16
标识
DOI:10.1109/tits.2022.3179991
摘要

With the development of Internet of Things (IoT)-enabled Maritime Transportation Systems (MTS), massive data generated in the system not only requires to be stored reliably and cheaply, but also needs to be analyzed timely. The Cloud-based Maritime Transportation Systems (CMTS) allow users to upload the data without worrying about the price, capacity, location and so on. However, CMTS also brings some security issues, where the integrity protection of outsourced data is one of the most important issues since it is crucial for the safety, reliability and efficiency of sea lanes. To solve this problem, we propose an identity-based dynamic data integrity auditing scheme for CMTS. Our scheme decreases the burden of key management and improves the auditing efficiency by batch auditing. Besides, our scheme also supports dynamic operations on the outsourced data for CMTS. The security analysis shows that our scheme can ensure the feature of storage correctness and resist common attacks. In addition, the performance comparison results with other related schemes show that our scheme not only has the lowest computational cost on all entities, but also greatly reduces the communication overhead of the auditing phase. Therefore, our scheme is very suitable for data integrity verification in CMTS.
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