Considering the fact that she's been with him for 3 years and both investigations took place during that time, I'd say she had to have known. I can't imagine it's easy to hide the fact that the FBI is investigating you.
Here's something to chew on, he wasn't on anyone's radar or known to have become radicalized until he was with her. Seems like this stuff developed after meeting her.