All above are very good answers so I will just add a few tips, Most aircraft and most marine aluminum is "al-clad" which simply means it has a very thin layer of pure aluminum on the surface of the alloy to protect it from corrosion. This layer can be taken off quite easily so sand very carefully or use a stripper very carefully. You can use the "scotch brite" pads, they work well and don't cut so fast, if you take off this layer the alloy underneath will corrode much faster.
You should use an acid wash to clean the area to paint, again careful not to get it on the other area,rinse well, then Alodine and rinse, then zink chromate primer, then paint.
One further word of warning, try to not use super slick paints that will not breathe, this is because when you do get some corrosion the aluminum will create gas, if this can bleed out through the paint all is well, if not you will get those funny little worm tracks under the paint. This is filliform corrosion, This is from the gas lifting the paint off and pushing along the skin.
Sorry to make is seem scary, it is not, if you can find out what paint is on the plane now you can use the same product and eliminate any problems that way, if you can't just lay some of the new paint on a small spot and see if it does anything nasty. One final tip, try to use the same brand with all the products, that way you will not have incompatibility issues.
If this seems to complex just get some rustoleum and a big ole' brush and slap it on there.
