Like most bosses, use your surroundings to your advantage. With Krom, use the steel bars as cover from Krom's weapons. At all costs, do not let him melee you! See the video below for a good strategy for utilizing the above-referenced strategy. Credit goes to xTheBigDealx.
Happy Hunting :)