Not only would it not hold up, it is a big fire hazard. I have an epoxy floor as well and the main thing is the prep. If you do not have a CLEAN fresh surface you will never get good results. The epoxy does stand up to even brake fluid and gasoline but is mechanically damageable. You need at least 1 coat of epoxy and 1 clear coat. Very smelly for many days till it cures. It is also very slippery when wet.