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Data Exploration #4

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@gregdhill

In the paper, a distinct subset of cryptographic algorithms & opcodes were correlated which resulted in our model achieving 96% accuracy. It would be advantageous to explore different settings which could further improve accuracy / generalization:

  • Trial different feature engineering techniques.
  • Build more datasets with a different number of embeddings and/or alternate opcodes.
  • Add new cryptographic signatures into the sample pool (following our format specification).

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