Yes, there can be corrosion ...

Yes, there can be corrosion in the de-aerator to a boiler, but it generally requires low pH feed water, and/or makeup water.  High chloride content in the water will generally result in higher corrosion rates.  Poor removal of oxygen, or bad operating conditions of the DA will result in corrosion of the internals, and that gets expensive.