Yes, LED strip lights can ruin paint off walls if they are used in close proximity to the wall. The strong adhesive that an LED strip uses will stick to the walls and come off with paint if it is pulled straight up. Instead, you have to use heating to weaken the adhesive so that it peels off easily.