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Virus libs classifier

A machine-learning system that uses a list of statically imported .exe libraries of a file predicts if the file is malicious.

There are three samples:

  • train
  • validation
  • test

The samples are represented as tsv files with three columns:

  • is_virus - whether the file is malicious: 1=yes, 0=no
  • filename - file name for review
  • libs - comma separated list of libraries statically imported by this file (LIEF library is used to get the list).

Resulting confusion matrix

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