I think the best argument against the govt. knowing that Aliens visited Earth is

Current Events

The sheer volume of people who would have to be convinced to never say anything is always one of the best counters to conspiracy theories.
"History Is Much Like An Endless Waltz. The Three Beats Of War, Peace And Revolution Continue On Forever." - Gundam Wing: Endless Waltz