This was clarified in the FAQ :
Q: As Defender, do you need an Airbase for your Fighters to intercept a Strategic Bombing raid?
A: No. Not if your units are in the same zone as the facility being attacked.
If from an adjacent land zone, they need an Airbase to Scramble.
Case closed.