The invention discloses a modified zinc oxide antibiosis and mildew-resistance enhanced chlorosulfonated polyethylene anticorrosion coating, which is prepared from the following raw materials (by weight): 60-65 parts of chlorosulfonated polyethylene latex, 35-40 parts of neoprene latex, 7-8 parts of polyoxyethylene aliphatic alcohol ether, a proper amount of deionized water, 2.5-3 parts of a silane coupling agent KH560, 2-3 parts of lanthana, 1.5-2 parts of dicerium trioxide, a proper amount of a nitric acid solution with concentration being 65 wt%, an ammonium bicarbonate solution with concentration being 50 wt%, 10-12 parts of rutile titanium dioxide, 2-3 parts of aluminium triphosphate, 5-6 parts of cassia oil, 3-4 parts of barium metaborate, 3-4 parts of zinc nitrate, 3-4 parts of hexamethylene tetramine, 4-5 parts of stearic acid and a proper amount of anhydrous ethanol. The prepared composite anticorrosion coating is full water-borne and environment friendly, has good synergistic effect of various components, has short film-forming drying time, good hardness, corrosion resistance, weather resistance and excellent film adhesion, and can be used for anticorrosion of outdoor pipelines, metal machinery equipment and chemical equipment.