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A tool set to work with our Stratosphere Laboratory cybersecurity datasets.

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Stratosphere Datasets Tools

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A set of tools to work with the Stratosphere datasets:

  • zeek-histograms.py: create histograms based on Zeek log files.
  • merge-zeek-files.py: merge two Zeek log files.

Zeek Histogram Creator

The tool zeek-histograms.py creates histograms from any Zeek flow files. The tool supports bin sizes in hours, minutes and seconds (E.g.: 1h, 1m, or 1s). The flows do not have to be sorted before hand, the tool will recognize its time and place it on the proper bin.

Example:

$ python3 zeek-histograms.py -b 10m -f dataset/001-zeek-scenario-malicious/conn.log

Zeek logs histogram creator
Histogram of flows in the zeek file dataset/001-zeek-scenario-malicious/conn.log. Bin size:10m

Current time zone in this system is: CET. All flows
1970-01-01 00:50:19.981745 - 1970-01-01 01:00:19.981745: 1
1970-01-01 01:00:19.981745 - 1970-01-01 01:10:19.981745: 318 ****************************************************************************************************
1970-01-01 01:10:19.981745 - 1970-01-01 01:20:19.981745: 166 ****************************************************
1970-01-01 01:20:19.981745 - 1970-01-01 01:30:19.981745: 152 ***********************************************
1970-01-01 01:30:19.981745 - 1970-01-01 01:40:19.981745: 152 ***********************************************
1970-01-01 01:40:19.981745 - 1970-01-01 01:50:19.981745: 160 **************************************************
1970-01-01 01:50:19.981745 - 1970-01-01 02:00:19.981745: 3

Docker Image

To test the datatoolset image is working correctly, run the following command. The command will create a new container and run the zeek-histograms tool on a Zeek testing dataset:

docker run --rm -it --name stratosphere_datatoolset stratosphereips/datatoolset:latest python3 zeek-histograms.py -b 10m -f dataset/001-zeek-scenario-malicious/conn.log

Use the public docker image with the latest version and run the tools directly on the container:

docker run -v /full/path/to/logs/:/datasetstool/testing-datasets --name stratosphere_datatoolset --rm -it stratosphereips/datatoolset:latest /bin/bash