杜刚, 朱艳云, 张晨, et al. Unknown bad domain name discovery technology based on artificial intelligence[J]. 2020, 33(11): 88-92.
DOI:
杜刚, 朱艳云, 张晨, et al. Unknown bad domain name discovery technology based on artificial intelligence[J]. 2020, 33(11): 88-92. DOI: 10.13992/j.cnki.tetas.2020.11.015.
Unknown bad domain name discovery technology based on artificial intelligence
摘要
现有不良网站治理体系主要依靠上网日志分析来识别不良网站。不良网站的发现时间晚于用户访问时间
属于一种事后治理。本文提出了一种基于人工智能创作能力的未知不良域名发现技术
利用人工智能写作技术自动创作出与已知不良域名风格近似的未知不良域名
通过对这些域名进行爬取验证
可以得到更多未知的不良域名。使用该方法有可能在用户访问前发现不良域名
这为不良网站的事前治理提供了有效的技术手段。
Abstract
The existing bad website management system mainly relies on analysis of online logs to identify bad websites. The discovery of bad websites is later than user visits
which is a kind of after-the-fact governance. This paper proposes an unknown bad domain name discovery technology based on artificial intelligence. By learning the composition pattern of bad domain names through artificial intelligence
the model can automatically create domain names with the same pattern as bad domain names. By crawling and verifying these domain names
we can get more unknown bad domain names before users visit. The method provides effective technical means for the advance management of bad websites.