Because all of the 9/11 flights were domestic. One of the duties of ICE is investigating terrorism (along wiht transnational criminal organizations).

Air travel in the United States is mamanged by Federal law, not state. This is solidly in the Federal law enforcement wheelhouse. Anything that crosses state boundries is ALSO under Federal law.