A cover assembly and method for a vehicle fuel pump includes a cover base secured in a fixed position relative to the vehicle fuel pump and a flexible cover connected to the cover base and positioned by the cover base to inhibit water access to the vehicle fuel pump. The method includes securing the cover base in a fixed position relative to the vehicle fuel pump, connecting the flexible cover to the cover base, and positioning the flexible cover with the cover base to inhibit water access to the vehicle fuel pump.