Secure Edge Server Placement With Non-Cooperative Game for Internet of Vehicles in Web 3.0

计算机科学 云计算 边缘计算 计算机网络 服务器 互联网 GSM演进的增强数据速率 计算机安全 分布式计算 操作系统 电信
作者
Zhongjian Liu,Xiaolong Xu,Feng Han,Qingzhan Zhao,Lianyong Qi,Wanchun Dou,Xiaokang Zhou
出处
期刊:IEEE Transactions on Network Science and Engineering [Institute of Electrical and Electronics Engineers]
卷期号:11 (5): 4020-4031 被引量:10
标识
DOI:10.1109/tnse.2023.3321139
摘要

Based on cloud-edge computing, the Internet of Vehicles (IoV) is rapidly developing as a key part of greatly facilitating our lives in the era of Web 3.0. Plenty of delay-sensitive tasks are executed in adjacent edge servers (ESs) in IoV, incurring the increasing significance of the distribution of ESs. As a decentralized network, Web 3.0 allows for data and applications to be distributed across multiple nodes, making it more transparent and user-controlled and placing higher demands on security. Specifically, some attackers outside IoV transmit insecure tasks, which may damage the ESs or waste computing resources after being executed in ESs. To achieve the security of Web 3.0, zero-trust security, an enhanced security model, is used, which assumes that all the service requests are not trusted to access the system networks by default unless passing the anomaly detection. Therefore, in this paper, a secure ESP method with the non-cooperative game for IoV in cloud-edge computing, named ESPS, is proposed. By incorporating an anomaly detection mechanism of tasks, ESPS enhances the security of ESP. Eventually, the experiments on the distribution of Telecom base stations in Shanghai, China show the effectiveness of ESPS.
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