Can I keep the Bike?

Someone lived with me and moved out without paying. There was never a written agreement. Just verbal as I trusted this person.
When they left they forgot a bike and left it on my property. Can I keep the bike and use as payment. Would this be legal or could I arrested? As they are requesting it back.