Green’s Dictionary of Slang

irvine n.

also irv, irvin
[? joc. use of proper name]

(US black) the police.

[US]E.E. Landy Underground Dict. (1972).
[US]E. Folb Runnin’ Down Some Lines 2: Irvine done vamped on me and my partner. [Ibid.] 243: irv Police.
[US]Eble Sl. and Sociability 83: There are 8 terms for ‘policeman’; including bluebird, Irvin, and skull-buster.