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.gitattributes
.gitattributes
 
 
.gitignore
.gitignore
 
 
README.md
README.md
 
 
TFIDF_3-gram_top50_tpr_fpr.py
TFIDF_3-gram_top50_tpr_fpr.py
 
 
TFIDF_top50_3gramfeature.csv
TFIDF_top50_3gramfeature.csv
 
 
TFIDF_top50_3gramfeature_test.csv
TFIDF_top50_3gramfeature_test.csv
 
 
TF_3-gram_top50_tpr_fpr.py
TF_3-gram_top50_tpr_fpr.py
 
 
TF_top50_3gramfeature.csv
TF_top50_3gramfeature.csv
 
 
TF_top50_3gramfeature_test.csv
TF_top50_3gramfeature_test.csv
 
 
VirusShare.csv
VirusShare.csv
 
 
opcode_3-gram_TFIDF_top50.py
opcode_3-gram_TFIDF_top50.py
 
 
opcode_3-gram_TFIDF_top50_test.py
opcode_3-gram_TFIDF_top50_test.py
 
 
opcode_3-gram_TF_top50.py
opcode_3-gram_TF_top50.py
 
 
opcode_3-gram_TF_top50_test.py
opcode_3-gram_TF_top50_test.py
 
 
out_pridict_x_test_TFIDF_3-gram_top50.txt
out_pridict_x_test_TFIDF_3-gram_top50.txt
 
 
out_pridict_x_test_TF_3-gram_top50.txt
out_pridict_x_test_TF_3-gram_top50.txt
 
 
out_x_test_TFIDF_3-gram_top50.txt
out_x_test_TFIDF_3-gram_top50.txt
 
 
out_x_test_TF_3-gram_top50.txt
out_x_test_TF_3-gram_top50.txt
 
 
plot_roc_gram_TFIDF_top50_3-gram.py
plot_roc_gram_TFIDF_top50_3-gram.py
 
 
plot_roc_gram_TF_top50_3-gram.py
plot_roc_gram_TF_top50_3-gram.py
 
 
smali.py
smali.py
 
 
yingyongbao.csv
yingyongbao.csv
 
 

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MalwareClassification

#利用机器学习检测恶意代码 #运行环境：Anaconda for Windows #*gramfeature.csv文件存储特征，分为训练数据和测试数据 #VirusShare.csv和yingyongbao.csv存储数据id和class #tpr_fpr.py文件为模型检测程序 #.txt文件为ROC曲线实验数据 #plot.py为ROC曲线画图程序

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