Deck post cut too short - possible solutions?
Best bet is to remove the posts and get ones that you can re-cut to the right length. 

If you cemented in the bottom of the "short" posts now is the time to correct that. Try to use a metal bracket to hold the posts up off the concrete some so the post bottoms can dry if they get wet.