ElasticON 2020 - Using machine learning to detect DGA with >99.9% accuracy

README.md

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

dga_ElasticON_2020.ipynb

@michaelschem - apologies, file was truncated due to browser upload. I've reduced the size and re-uploaded. Let me know if you have any issues (note github often has problems rendering notebooks, so it's normally best to download them and view in jupyter).