GitHub - MFX12138/Malware-Detection: 阿里云安全恶意程序检测

Name		Name	Last commit message	Last commit date
Latest commit History 1 Commit
CNN_metafeature.py		CNN_metafeature.py
CNN_metafeature_dilated.py		CNN_metafeature_dilated.py
README.md		README.md
lgb_meta_features.py		lgb_meta_features.py
main_test.py		main_test.py
main_train.py		main_train.py
submit.py		submit.py
tfid_feature.py		tfid_feature.py
xgb_model.py		xgb_model.py

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阿里云安全恶意程序检测比赛链接:

https://tianchi.aliyun.com/competition/information.htm?spm=5176.100067.5678.2.63ff703ecG8fkG&raceId=231694

PPT:

阿里云安全恶意程序检测.pptx

代码按照以下运行顺序:

main_train.py:生成train数据集TF-IDF,2-Gram特征,并去掉不重要的特征
main_test.py:生成test数据集TF-IDF,2-Gram特征,保持和train特征一致,并保存成npy文件
lgb_meta_features.py:生成LGB元特征
CNN_metafeature.py:生成CNN元特征
CNN_metafeature_dilated.py:生成CNN_dilated元特征
tfid_feature.py:生成XGB元特征
submit.py:stacking生成最终结果

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