pjabes / detection-notebooks

A collection of threat detection notebooks utilising data science techniques.

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Detection Notebooks

Detection Notebooks are a collection of data science-infused Jupyter Notebooks that enable analysts to undertake data driven approaches to detection and threat hunting. Each notebook explains a common adversarial technique, potential detection method(s), an implementation and detection results.

Notebook Scope

  • DNS

Data Sources

Obtaining realistic logs for analysis is a notoriously difficult task within the field of Cybersecurity. As such, this project utilises a combination of real data (found online or generated in a homelab) or simulated data.

Where possible, attribution has been provided to the respective authors.

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A collection of threat detection notebooks utilising data science techniques.

License:Apache License 2.0


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Language:Jupyter Notebook 100.0%