kayacik / somtoolbox-helper

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.

Compile all the code with the following:

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

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