Fresh browser per test

Start each test from a clean known state. Ideally, spin up a new virtual machine for each test. If spinning up a new virtual machine is not practical, at least start a new WebDriver for each test. For Firefox, start a WebDriver with your known profile.

FirefoxProfile profile = new FirefoxProfile(new File("pathToFirefoxProfile"));
WebDriver driver = new FirefoxDriver(profile);