Good question. Wisconsin has a Endangered and Threatened Species law that makes it illegal to kill a cougar.
"Species found only rarely or accidentally in the state, such as cougar and moose, may not be taken or killed."
All they'd have to do is ask you for a cat license - you can't produce one and BAM - you're done. Probably how they'd nail you for shooting a bigfoot too.