KDD99CupDataSet-SVM-master

代码说明：

说明：  筛选出发生在TCP层的Dos流量和normal流量 `get_train_data.py` 其中Dos流量的标签`'back.', 'land.', 'neptune.','smurf.', 'teardrop.', 'pod.'` normal流量的标签`'normal.'` 生成文件`dos.kddcup.data.corrected.csv` * 通过统计特征进行数据筛选 `wrap_up.py` * 随机森林对特征重要性进行排序 折交叉验证(Filter out DOS traffic and normal traffic in TCP layer ` get_ train_ data.py ` The labels of DOS traffic are 'back', 'land', 'Neptune', 'Smurf', 'teardrop.'pod.'` Label of normal traffic ''normal.'` Generating files` dos.kddcup.data . corrected.csv ` *Data filtering through statistical features ` wrap_ up.py ` *Random forests rank the importance of features Fold cross validation)

文件列表：

README.md, 4196 , 2018-04-12
crossvalidation.py, 768 , 2021-02-18
get_train_data.py, 1964 , 2018-04-12
get_train_data2.py, 524 , 2018-04-12
get_train_data3.py, 698 , 2018-04-12
kddcup.data_10_percent_corrected, 74889749 , 2007-06-08
wrap_up.py, 3668 , 2021-02-18
LICENSE, 1071 , 2018-04-12