First off...bet the flop, you need to make a continuation bet here. If he has a K he probably raised and then you can push. Secondly, as soon as he bets you should have re-raised him more and pushed the turn. I have no idea how you could fold this. You even have quads/boat to a redraw in case he has the nuts right now. Never fold a set in this situation.