Not likely if they were stored in a controlled environment that where moisture is not a problem.
I know people who have hunted up and found new old stock oil filters from 1970 back and have used them on the expensive collector cars. Many pay a premium price (100's of $$) for period correct oil filter so something that has been in your closet for 3+/- yrs would be perfectly safe to use IMO.
Heck many filters your buy at discount prices may be this old or more.