I just want to state the obvious, which you would think everyone knows, but apparently not...
The argument from ignorance IS a fallacy. Skeptics are correct to point this out, but they are shooting fish in a barrel again. You can always find someone who will make an idiotic argument, and then have some fun feeling superior while you shoot that down.
Less obvious: I want to ban the word "proof" from UFO discussions. Science is about evidence. Math is about proof. Evidence for a hypothesis increases the odds that hypothesis is true, but is not "proof." Proof means that a proposition is logically unavoidable given a set of assumptions, which is great, but not how real science works.
Also, can we define "Belief"while I can't sleep? The modern view of belief is probabilistic, but I prefer my simple operational definition for ordinary discourse. I "believe" something if I act and and think as if it were true or good (or both). It does not mean that I am unwilling or unable to entertain doubt about it. If I plop into a chair without testing it first, then I "believe" that the chair is strong enough to hold me up. Justified beliefs result from lots of testing and experience. Unjustified beliefs can come from any random place, but most often from tradition.