Extrapolating a bit, but under the stealth rules:
...Combat Advantage against a target that isn't aware of you.
stealth (p. 188), Cover and Concealment (p. 280)
My take on it:
looking at the attacking invalidates stealth, I would rule that after an attack hit or miss, the target is aware of...