According to former schoolmates, Pough had affiliations with gangs during his time at school. He was arrested twice in 1965 for vagrancy, and twice again in 1966, once for attempted robbery and a second time for assault after he attacked a construction worker who owed him a quarter. In 1968, Pough was arrested for dangerously displaying a knife and was fined $75, and in July 1969, he was fined $10 after being charged for gambling. In 1970, he was arrested, but not prosecuted, for motor vehicle theft and vagrancy-prowling by auto.