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

• keras/

Use keras to train via LSTM and NAdam