Large-scale troop mobilization are not subtle and can be sussed out by satellite observations. You can bet that all US forces are already closely tracked that way.

Invasions are usually spearheaded by elite forces that I presume are competent enough to understand that actively broadcasting what you're about to do is a bad idea.