边缘计算
服务拒绝攻击
计算机科学
计算机安全
GSM演进的增强数据速率
恶意软件
移动边缘计算
旁道攻击
边缘设备
云计算
分布式计算
物联网
互联网
密码学
人工智能
万维网
操作系统
作者
Yinhao Xiao,Yizhen Jia,Chunchi Liu,Xiuzhen Cheng,Jiguo Yu,Weifeng Lv
出处
期刊:Proceedings of the IEEE
[Institute of Electrical and Electronics Engineers]
日期:2019-08-01
卷期号:107 (8): 1608-1631
被引量:371
标识
DOI:10.1109/jproc.2019.2918437
摘要
The rapid developments of the Internet of Things (IoT) and smart mobile devices in recent years have been dramatically incentivizing the advancement of edge computing. On the one hand, edge computing has provided a great assistance for lightweight devices to accomplish complicated tasks in an efficient way; on the other hand, its hasty development leads to the neglection of security threats to a large extent in edge computing platforms and their enabled applications. In this paper, we provide a comprehensive survey on the most influential and basic attacks as well as the corresponding defense mechanisms that have edge computing specific characteristics and can be practically applied to real-world edge computing systems. More specifically, we focus on the following four types of attacks that account for 82% of the edge computing attacks recently reported by Statista: distributed denial of service attacks, side-channel attacks, malware injection attacks, and authentication and authorization attacks. We also analyze the root causes of these attacks, present the status quo and grand challenges in edge computing security, and propose future research directions.
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