智能分布式攻击与防御  

Intelligent distributed attack and defense

作　　者：张彦 韦云凯 唐义良 周思佩 ZHANG Yan;WEI Yun-kai;TANG Yi-liang;ZHOU Si-pei(Department of Informatics, University of Oslo, Oslo 0316, Norway;School of Info. & Comm. Engineering, University of Electronic Science & Technology of China, Chengdu 611731, China)

机构地区：[1]奥斯陆大学信息学院,挪威奥斯陆0316 [2]电子科技大学信息与通信工程学院,四川成都611731

出　　处：《广州大学学报（自然科学版）》2019年第3期27-39,共13页Journal of Guangzhou University:Natural Science Edition

基　　金：四川省科技计划重点研发资助项目(18ZDYF0329)

摘　　要：随着人工智能技术的发展,分布式攻击技术也逐渐向智能分布式攻击演变.智能分布式攻击将分布式协作、人工智能融入到网络攻击中,这将引起攻防速度、模式、规模、影响等各个方面颠覆性的变化,对网络安全带来更大的威胁.面对这种颠覆性的变化,针对智能分布式攻击的新型防御技术进行研究,对保障网络安全具有重要的意义.文章首先对传统的分布式攻击及防御进行了总结,介绍了常见的分布式攻击方式与相应的防御机制.然后,基于人工智能技术,分析了人工智能与分布式攻击相结合的机制、模式与应用现状.最后,分别针对传统分布式攻击和智能分布式攻击,以人工智能为基础,总结了面向传统分布式攻击的智能防御措施,并探讨了面向智能分布式攻击的精准反制策略.With the development of artificial intelligence, distributed attack technologies are gradually evolving to intelligent distributed attacks. Intelligent distributed attacks can integrate distributed collaboration and artificial intelligence into network attacks, which will cause subversive changes in the speed, mode, scale, and impact of attack and defense. This will pose a huge threat to network security. Facing such subversive change, it is of great importance to study new defensive technologies against intelligent distributed attack. This survey first summarizes traditional distributed attack and defense schemes. Then, based on the overview of common artificial intelligence, we analyze cooperative mechanism, pattern and current status of the intelligent distributed attacks. Finally, the intelligent defense measures against traditional distributed attacks are summarized, and the strategies of intelligent countermeasures against intelligent distributed attacks are discussed.

关 键 词：分布式攻击 分布式拒绝服务攻击 人工智能 智能防御 智能反制 

分 类 号：TP393.081[自动化与计算机技术—计算机应用技术]