Safe to Screw on a Paper Towel Holder Way Above Socket?

I'm probably overthinking it, but I'm trying to mount the SimpleHuman horizontal paper towel holder. It turns out that the best place for it is in the middle of the inner wall (5.1 inch wide) but above a socket which is located on the bottom of the wall. The three screws are about 1.1 inch each. I'm not drilling a hole, just using a normal mechanical screwdriver. Is this a concern at all?