论文标题
基于人工智能的智能网格漏洞和假法线攻击的潜在解决方案:简短评论
Artificial Intelligence-Based Smart Grid Vulnerabilities and Potential Solutions for Fake-Normal Attacks: A Short Review
论文作者
论文摘要
智能电网系统对电力行业至关重要,但是他们复杂的建筑设计和操作使它们面临许多网络安全威胁,例如篡改数据,数据窃听和拒绝服务等。基于人工智能(AI)的技术正在越来越受欢迎,可以在各种计算机设置中检测网络攻击,并且已经做出了一些努力来确保各种系统。由于最近出现的复杂的对抗系统(例如生成对抗网络(GAN)),目前的AI系统正在暴露和消除。这篇简短评论的目的是概述保护智能电网系统,其障碍以及可能是未来AI研究方向的一些举措
Smart grid systems are critical to the power industry, however their sophisticated architectural design and operations expose them to a number of cybersecurity threats, such as data tampering, data eavesdropping, and Denial of Service, among others. Artificial Intelligence (AI)-based technologies are becoming increasingly popular for detecting cyber assaults in a variety of computer settings, and several efforts have been made to secure various systems. The present AI systems are being exposed and vanquished because of the recent emergence of sophisticated adversarial systems such as Generative Adversarial Networks (GAN). The purpose of this short review is to outline some of the initiatives to protect smart grid systems, their obstacles, and what might be a potential future AI research direction