The invention provides a corrosion resistant ceramic paint, which comprises the following components in percentage by weight: 27 to 45 wt% of adhesive, 40 to 65 wt% of ceramic aggregate comprising alumina, zirconium silicate, and zirconia, wherein the alumina comprises micro-level alumina and nano-level alumina; 1.5 to 10 wt% of curing agent, which comprises metal oxides and cement with an aluminum content of 50 wt% or more, and 0.1 to 5 wt% of antifoaming agent. The provided corrosion resistant ceramic paint is painted on the surface of a metal matrix, and then the paint is cured to form a metal-based ceramic coating, which has a high wear and corrosion resistant performance even under a high temperature condition.