信息安全研究 ›› 2022, Vol. 8 ›› Issue (2): 110-.

• 学术论文 •    下一篇

人工智能在网络安全领域的应用及技术综述

彭祯方1 邢国强2 陈兴跃1    

  1. 1(天融信科技集团 北京 100193)
    2(93216部队 北京 100085)

  • 出版日期:2022-02-05 发布日期:2022-01-23
  • 通讯作者: 彭祯方 硕士,研究员.主要研究方向为网络安全、人工智能和大数据. 467053420@qq.com
  • 作者简介:彭祯方 硕士,研究员.主要研究方向为网络安全、人工智能和大数据. 467053420@qq.com 邢国强 硕士,高级工程师.主要研究方向为网络安全. xgq_k3s@163.com 陈兴跃 博士. 主要研究方向为网络安全及互联网产业政策、创新体系与协同创新机制、规划咨询、新经济模式. chenxingyue@pku.org.cn

An Overview of Application and Technology of Artificial Intelligence in Cybersecurity

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  • Online:2022-02-05 Published:2022-01-23

摘要: 与发达国家相比,我国在人工智能领域的基础研究和技术应用方面起步比较晚,特别是人工智能在网络安全这个重要领域的应用,国内外的差距还非常明显,从而严重影响了我国网络空间安全能力水平的提升.本文详细阐述了人工智能与网络攻击、网络防御之间的关系,广泛调研了国内外主流信息安全公司在人工智能方面的应用现状,提出了APT检测、0Day漏洞挖掘、云安全是影响网络空间安全能力水平的3大核心领域,深入分析了人工智能技术分别在这3个领域应用的关键技术,并提出了人工智能技术存在的安全隐患,指出人工智能技术并非包治百病的灵丹妙药,为下一步我国信息安全行业如何深度研究和应用人工智能技术提供了科学的参考依据.

关键词: 网络安全, 人工智能, APT检测, 漏洞挖掘, 云安全

Abstract: Compared with the developed countries, the basic research and technology application in the field of artificial intelligence in China started later, especially the application of artificial intelligence in the important field of network security. Domestic and abroad disparity is still very obvious, which seriously affects the improvement of China's cybersecurity capability. This paper elaborates the relationship between artificial intelligence, network attack and network defense, and widely investigates the application status of artificial intelligence in major information security companies at home and abroad. It points out that APT detection, 0day vulnerability mining and cloud security are three core areas that affect the level of cybersecurity capability, This paper deeply analyzes the key technologies of artificial intelligence technology applied in these three fields, and puts forward the safety risks of artificial intelligence technology, and points out that artificial intelligence technology is not a panacea for all diseases, This Paper provides a scientific reference for the further research and application of artificial intelligence technology in China's information security industry.

Key words: cybersecurity, artificial intelligence, APT detection, vulnerability mining, cloud security