A method for making a MOS device includes: forming a titanium dioxide film on a semiconductor substrate; and subjecting the titanium dioxide film to a fluorine-containing ambient, and conducting passivation of grain boundary defects of the titanium dioxide film through reaction of fluorine and titanium dangling bonds in the titanium dioxide film.