The invention relates to the technical field of waterborne epoxy anticorrosive coatings and discloses a self-emulsifying fluorosilicone-modified two-component waterborne epoxy anticorrosive coating. The coating comprises the following components: waterborne resin, waterborne epoxy ester resin, DPOMA, hollow glass beads, a coalescing agent, zinc phosphate, an antirust pigment, a pigment filler, aluminum triphosphate, xylene, a neutralizer, composite silicate rock slices, composite silicate fibers, graphene, a thickener, a defoaming agent, an initiator, an assistant, a pH regulator, a silica soland a cosolvent. After the waterborne epoxy ester resin, the hollow glass beads, the antirust pigment and the coalescing agent are proportioned according to desired parts in the invention, the waterborne epoxy anticorrosive coating has excellent mildew-proof and corrosion-resistant effects and the like, improves the environment of a cabin in a ship and protects the health of workers when appliedto painting of a ship surface.