So in actual fact, the police are not the ones who would track you down for downloading it?
You would have to use it in a way that a copyright holder deemed against Copyright terms. They would then need to lodge a complaint and it would go through the legal proceedings from there.
To use it in a game for personal use, as long as not uploaded anywhere is never going to raise attention or problems?