They can demand all they want. They would need the police to charge you with felony receiving of stolen property, which means the card needs to be valued at over $950 and they have to be able to prove you knew it was stolen.

I've dealt with this plenty of times with stolen employee laptops that get resold on craigslist. If the buyer purchased it in good faith, and the asset is replaceable, you aren't getting it back.