Green’s Dictionary of Slang

(US black) a policeman.

1943		D. Burley N.Y. Amsterdam News 9 Oct. 20: [He] came up with a Kill Joy who tagged the play with the slammer issue.
1945		D. Burley N.Y. Amsterdam News 19 Dec. 11: The Killjoys were cruising — In blue and white cars.