In this study, a high-strength, offshore platform steel, EH420, was used as the original steel. By observing the original austenite morphology, the corrosion resistance of three experimental steels with different rare earth contents in a simulated marine splash zone was compared and studied using cyclic immersion corrosion and electrochemical corrosion tests. The macro- and micromorphologies of three experimental steels in different cycles of corrosion, as well as the composition of rust layers, were observed and studied by employing an optical microscope, scanning electron microscope (SEM) and X-ray diffraction (XRD). The experimental results show that the addition of Ce can refine the original austenite size of grains, and with the increase in Ce content, the grain size becomes smaller, which can enhance the density of the rust layer and promote uniform corrosion. In addition, the corrosion rate of three kinds of experimental steels can be divided into three stages: the rising stage (96 h-288 h), the declining stage (288 h-480 h) and the stable stage (480 h-576 h). Using SEM and XRD analysis, it was found that, the higher the content of Ce in steel, the smaller the area of the corrosion pit created, and more rust-protective phases, such as α-FeOOH and Fe3O4, are formed. Electrochemical experiments also show that the higher the content of Ce is, the more positive the corrosion potential is and the lower the corrosion current density is. Here, we proved that adding Ce can improve the corrosion resistance of high-strength, offshore platform steel.