Sure the NY Renaissance Fair is pretty well known. It's huge and it happens in southern New York every year. But actual Faerie festivals around New York? They're real and they happen.
I have never heard of anything like this before, aside from people talking about "RennFair" season (I think that's how the slang is spelled...