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DgaDetect

DGA(Domain Generate Algorithm) Detect via Deeplearning Tech.

  • Train Accuracy: 99.41%
  • Test Accuracy: 98%

Structure

  • data/

To store data

  • dga_family/

Different kinds of DGA generators

  • handle_data.py

Use dga_family and data/top-1m.csv to make the train dataset(traindata.pkl)

  • tflearn/

Use tflearn to train via LSTM and AMSGrad

tflearn

  • keras/

Use keras to train via LSTM and NAdam

keras