The traitors in the show "Celebrity Traitors" are Jonathan Ross, Cat Burns, and Alan Carr. They are the ones chosen to secretly sabotage the other celebrity contestants who are the Faithfuls. The rest of the celebrities are Faithful contestants trying to identify and banish the Traitors to share the prize fund. The Traitors operate under cover and aim to avoid suspicion while eliminating Faithful contestants.