攻其無備，出其不意

Etymology
From: The Art of War, by Sunzi ("Laying Plans, Number 24")
 * Literally: Attack him where he is unprepared, appear where you are not expected.

Idiom

 * 1) to catch somebody unprepared; to take somebody by surprise