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Considering the ocean waters optical attenuation and the roughness of the sea surface,we analyze the security of continuous-variable (CV) quantum key distribution (QKD) based air-to-water channel.The effects of the absorption and scattering on the transmittance of underwater quantum channel and the maximum secure transmission distance are studied.Considering the roughness of the sea surface,we simulate the performance bounds of CV QKD with different wind speeds using the Monte Carlo method.The results show that even if the secret key rate gradually reduces as the wind speed increases,the maximum transmission distance will not be affected obviously.Compared to the works regarding short-distance underwater optical communication,our research represents a significant step towards establishing secure communication between air platform and submarine vehicle.