This project forked from echo-ws/urldetect
a demo for detecting anomaly url
Python 环境： 3.5
该项目是参考用机器学习玩转恶意URL检测 后的改进版本，加入了svm分类器，依赖的库可以参见那篇文章。 参见test.py即可知道本系统如何运行。 详细的设计思路及分析可见 通过机器学习识别恶意url
good_fromE 某系统的某天的正常访问url，已去重 good_fromE2 同上 bad_fromE 利用sql注入某系统产生的url记录 badqueries 来源于网上数据 goodqueries 来源于网上数据
在IDS.py中可以设定是否使用kmeans降维，k的大小，n-gram中n的值。 比较懒，参数全放在py文件中前面设定。后期可以改为读取文件之类 通过test.py选择训练的模型。这里提供逻辑分类器和svm分类器。具体参数都是默认，如果想修改可以从IDS.py中修改，注释很多保证能看懂。
.label 文件保存的是分词结果，只与数据集有关 .pickle是训练后的模型，各位按需自取
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
Django
The Web framework for perfectionists with deadlines.
Laravel
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
Microsoft
Open source projects and samples from Microsoft.
Google
Google ❤️ Open Source for everyone.
Alibaba
Alibaba Open Source for everyone
D3
Data-Driven Documents codes.
Tencent
China tencent open source team.
