I guess the safest browser is the one which is not used by most people. A few years ago, Firefox was considered the most safe browser. Now you can often to read about security issues of this browser.
The fastest browser? It is a difficult question -- since you can use many addons in the modern browsers which may slow them down it is almost impossible to compare the speed.