Although there is no set verdict on how long exterior paint remains toxic, it is generally agreed by experts that exterior paints will continue to give off fumes that are harmful to health for a while after it appears completely dry. As a result, you should leave anything painted with exterior paint outside for a few months before using it indoors for any reason.