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@stevedodson
Last active October 20, 2021 21:33
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  1. stevedodson revised this gist Oct 20, 2020. 1 changed file with 355 additions and 4021 deletions.
    4,376 changes: 355 additions & 4,021 deletions dga_ElasticON_2020.ipynb
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  2. stevedodson revised this gist Oct 8, 2020. 2 changed files with 2 additions and 1717 deletions.
    2 changes: 1 addition & 1 deletion README.md
    Original file line number Diff line number Diff line change
    @@ -6,4 +6,4 @@ Supporting material for ElasticON 2020 talk on detecting DGA activity.

    `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`](https://storage.googleapis.com/elastic-ml-public/elasticon_2020_dga/dga_ElasticON_2020.tar).
    Supporting data files are available [`https://storage.googleapis.com/elastic-ml-public/elasticon_2020_dga/dga_ElasticON_2020.tar`](https://storage.googleapis.com/elastic-ml-public/elasticon_2020_dga/dga_ElasticON_2020.tar)
    1,717 changes: 1 addition & 1,716 deletions dga_ElasticON_2020.ipynb
    1 addition, 1,716 deletions not shown because the diff is too large. Please use a local Git client to view these changes.
  3. stevedodson created this gist Oct 8, 2020.
    9 changes: 9 additions & 0 deletions README.md
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    @@ -0,0 +1,9 @@
    # 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`](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`](https://storage.googleapis.com/elastic-ml-public/elasticon_2020_dga/dga_ElasticON_2020.tar).
    6,330 changes: 6,330 additions & 0 deletions dga_ElasticON_2020.ipynb
    6,330 additions, 0 deletions not shown because the diff is too large. Please use a local Git client to view these changes.