I've posted about this bug before, but more focused on the mouse wheel (however, it also used to happen with PGUP/PGDN). Then, Khaled suggested changing the mouse drivers. I don't know the connection between the bug and these, but it completely disappeared right after I changed them.

* cold edits his posts 24/7