AMWD_2022_WEBSHELL

阿里云安全WEBSHELL文本检测训练及预测代码，训练数据下载请访问

最终成绩

{"score": 0.8883, "php_precision_score": 0.86867, "php_recall_score":  0.89839, "jsp_precision_score": 0.95642, "jsp_recall_score": 0.89488}

本项目代码借鉴和复用了如下的文章和开源项目

Name		Name	Last commit message	Last commit date
Latest commit History 4 Commits
model/php		model/php
train		train
.gitignore		.gitignore
README.md		README.md
cmdjsp.jsp		cmdjsp.jsp
config.jsp		config.jsp
feature.py		feature.py
getres.py		getres.py
hideShell.jsp		hideShell.jsp
icesword.jsp		icesword.jsp
jshell.jsp		jshell.jsp
jsp_pred.py		jsp_pred.py
jsp_train.py		jsp_train.py
merge_csv.py		merge_csv.py
php_pred1.py		php_pred1.py
php_pred3.py		php_pred3.py
php_train1.py		php_train1.py
php_train2.py		php_train2.py
split_csv.py		split_csv.py
train.csv		train.csv

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