Green’s Dictionary of Slang

Pearl Harbor v.

[the Japanese attack on the US fleet in Pearl Harbor, 6/12/1941]

to make a surprise attack.

[Can]R. Caron Go-Boy! 83: The dirty, double-dealing rat had Pearl Harbored me!
[US]A. Vachss Hard Candy (1990) 161: We go in on a thing with you - You Pearl Harbor us - leave us with our dicks in our hands.