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toymalwareclassification's Introduction

微软恶意代码分类

代码说明

  • randomsubset.py 抽取训练子集
  • asmimage.py ASM文件图像纹理特征
  • opcode_n-gram.py Opcode n-gram特征
  • firstrandomforest.py 基于ASM文件图像纹理特征的随机森林
  • secondrandomforest.py 基于Opcode n-gram特征特征的随机森林
  • combine.py 将两种类型的特征结合

运行说明

  1. 将完整的训练数据集解压，修改randomsubset.py中的路径并运行
  2. 修改asmimage.py和opcode_n-gram.py中的路径，并运行run.sh，耐心等待即可看到结果

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