01Data_preprocess.py
文件对数据进行了预处理
- 去除了第43列(难度等级,与学习无用),给各列加上了列头,将22种攻击类型映射为5大类攻击
- 对源数据中的非数字变量进行了独热编码, 将41维特征化为122维特征,1维
outputs
化为5维label
具体为第2列protocol_type
、第3列service
、第4列flag
、第42列label
- 将其余38列数据归一化,归一化方法为最大最小值
A NIDS based CNN
License: MIT License
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