A comprehensive introduction to the techniques, practices, theories, and business applications of computer network security metrics explains how to diagnose potential security problems and measure risk and operations effectiveness; discusses analysis techniques, visualization, and metrics calculations; and reveals how to put metrics to work by designing and implementing security scorecards. Original. (Intermediate)