Quote from ipatent:
Nope. As long as you had no reason to believe it was stolen, the law is you get to keep it.
That's incorrect.
You would have to return the vehicle to its rightful owner. You have no claim over the rightful owner. However, you do have a claim against the person who sold you the stolen vehicle.