Penetrating oil is one tip that most would agree on. Try this too: "using your body weight to get a good bite" as before, tighten the screws just a bit. This gets them moving, but if you do slip, then the rounded part is on the tightening side of the philips slots, and not on the loosening side.
Hope this makes sense and helps!
Craig