Dalton was only fourteen when he joined the Irish Volunteers in 1917 and by 1920 he had been appointed to Michael Collins' notorious elite intelligence squad. He was involved tracing the activities of enemy undercover agents and spies, keeping records of enemy personnel and developing intelligence in the Dublin Brigade.