Another viewpoint of the static analysis of apps leverages
machine learning techniques. Barrera et al. [25] used app
permissions in self-organizing maps (SOM) to visualize app
permission usage as a U-matrix [14]. Besides, their SOM
component plane analysis allowed identification of the
frequently jointly requested permissions. However, they did not
relate categories and permissions.