Will I encounter problems after applying interior paint over exterior?
It's unlikely that you'll encounter problems, but it depends on the specific products, of course. Exterior paint isn't exactly rubbery. I'd do it. If the manufacturer or retailer advise against it, use a sealing primer in between.