/somtoolbox-helper

Scripts that I use to train SOMs from a TSV data.
  1. Matlab 48.4%
  2. Python 37.3%
  3. Shell 14.3%
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README.md

README.md

somtoolbox-helper

Scripts that I use to train SOMs from CSV data. As a sample, providing Android App market dataset which was used in the following paper:

Barrera, D., Kayacik, H. G., Van Oorschot, P. C., Somayaji, A., "A Methodology for Empirical Analysis of Permission-Based Security Models and its Application to Android", Proceedings of the 17th ACM Conference on Computer and Communications Security (CCS-2010), Chicago, USA, October 2010.

If you have any questions about the code, you can get in touch with me at kayacik (at) gmail (dot) com.

Running

Compile all the code with the following:

  source/run-som-on-appmarket-data.sh

Platforms

Should run on platforms that has bash and matlab installed. Som Toolbox must also be installed. Matlab should be able to display figures.