How To Easily Remove Dry Paint From Unwanted Places. Forgot to remove the hardware during a recent paint job and slobbered a bit of latex paint on the door knobs? Hinges? Strike plates? Or perhaps the painters before you did and now the paint has been dried on there for 10, 15, even 20 years? Instead of replacing the hardware so it looks clean, how about cleaning off the old paint instead?