stevedodson

Using machine learning to detect DGA with >99.9% accuracy

Supporting material for ElasticON 2020 talk on detecting DGA activity.

Note, full model, configuration and details on how to deploy the model will shortly be available in https://github.com/elastic/detection-rules

dga_ElasticON_2020.ipynb shows how the model was trained.

Supporting data files are available https://storage.googleapis.com/elastic-ml-public/elasticon_2020_dga/dga_ElasticON_2020.tar

wenzhixin

# install openjdk
sudo apt-get install openjdk-7-jdk

# download android sdk
wget http://dl.google.com/android/android-sdk_r24.2-linux.tgz

tar -xvf android-sdk_r24.2-linux.tgz
cd android-sdk-linux/tools

# install all sdk packages