Mozilla has been working with security researcher and analyst Rich Mogull for a few months now on a project to develop a metrics model to measure the relative security of Firefox over time. We are trying to develop a model that goes beyond simple bug counts and more accurately reflects both the effectiveness of secure development efforts, and the relative risk to users over time. Our goal in this first phase of the project is to build a baseline model we can evolve over time as we learn what works, and what does not. We do not think any model can define an absolute level of security, so we decided to take the approach of tracking metrics over time so we can track relative improvements (or declines), and identify any problem spots. This information will support the development of Mozilla projects including future versions of Firefox.