well it seems oil is going to be hard to come by for the rest of the set

Demo resellers are probably behind that. Good thing I'm all-X this round.

Does the victim of an oil reserve raid know who did it? Seems to make sense that a successful spy op should leave the victim scratching their head.

You are correct, the spied country only learns who did the spying if they fail.