I use Gimp most of the times. But when I have to edit a few isolated pixels of a geometric black image over a plain white background I prefer to use Paint. I can't find how to make Gimp modify only one pixel without blurring all the neighbors.
Use pencil tool set to size 1px. Pencil does no blurring; paintbrush does.