You have an interesting mix there, if he is a Basenji/Pit Bull mix. One has the wilfull nature, and the tenacity of the other. I would feed him, if he asked me. He may be listed as a "dangerous dog" so get him used to a muzzle when out walking. Preventing any incident is better than dealing with any consequences.