A Toyota Corolla's fuse box is located under the hood just behind the battery. Look for 2 plastic enclosures with components listed on the top of the box.
Well depending on the year of your corolla it could be in a couple locations. Typically though it is located under the dash usually to the left of the drivers legs. On the dash or the kick panel.