Rob has a Samsung Galaxy Note 2 and he's got it set to disable the autofill, but it does it anyway. Leo suggests using a different browser. Google Chrome is the best option, and is far more secure.
The chatroom says that the keyboard is doing it, not the browser, and he can disable that in the settings. Leo also uses a third party keyboard called SwiftKey.