The following instructions assume that you take correct personal protection, for any dust and from any chemicals that are used.
To get rid of the corrosion pitting, you would need to blast the corrosion with Aluminum oxide, to get all of the corrosion material out of the bottom of the pits, you would be surprized at how large these pits actual are, as the grow under the surface. If you do not remove it completely then it will keep growing. After all of the corrosion is gone I would suggest that entire area is coated with a surface protectant, like "Alodine" by using the cleaner, and then the protectant, once it is dry then you can decide on how to fill the holes left in the blade, whether to fill them or leave open and just paint over.