This question already has an answer here:
I'll try to explain it so it's easy to follow.
Duplicate the image and paste in front of itself Ctrl+C, Ctrl+F
Draw a square polygon the size I want the blur to be
- Select both my new polygon and the image I duplicated and press Ctrl+7 to create a clipping mask
- Then to this new group, I would apply a gaussian blur