Paint experts don’t recommend drying oil paint with a hair dryer. It may cause the coat to crack. Hair dryers also lead to the evaporation of paint thinners and mineral spirits. These paint additives release toxic solvent fumes into the air. Leave the paint to dry through an oxidation reaction. Oxidation is a natural method that may take days or weeks. The drying time via oxidation depends on the environment and thickness of the paint.