The main work of this project is:
- Crawl the list of top-ranked websites in the world and the country on alexa and the list of recent phishing websites on www.phishtank.com
- Crawl the DNS, whois and SSL information of the website in 1
- Train the second classification model of a legitimate website and phishing website with the information in 1, 2
- Use the model in 3 to determine if the unknown website is a phishing website.
本项目的主要工作为:
- 爬取alexa上全世界和全国排名靠前的网站URL列表和 www.phishtank.com 上近期的钓鱼网站URL列表
- 爬取1中网站的DNS、whois和SSL信息
- 以1,2中的信息训练一个合法网站和钓鱼网站的二分类模型
- 使用3中的模型判断未知网站是否为钓鱼网站