Sorry,that's more than corrosion. That's pitting,meaning the hard surfacing is coming off. Replace both bearing and race. There should be part numbers on both. Do both inner and outter bearings,as well as seal. Again it will have a part number on it. Repack bearings with wheel bearing grease or chassis grease. White lithium is too light a grease to be using as wheel bearing grease.