Not exactly corrosive properties - that implies that the aluminum is a corrosive agent, which it's not, at least not like caustic soda, etc.
Corrosion is a chemical reaction, and for it to occur, you have to have an anode (the aluminum), a cathode (the cast iron or steel), and an electrolyte (environment) plus a conductive path.
When all these conditions are right, the anode will start sacrificing itself to the cathode, and eventually it'll just disappear.
To retard or reduce this reaction, you have to either:
1) Eliminate the conductive path (often done with pipelines)
2) Introduce another material which is more anodic (less noble) than the aluminum, ie a sacrificial anode (often done with large offshore platforms, tanks, etc.) Large stationary engines with mixed metallurgy often have a "corrosion cartridge" mounted in the cooling system, which is simply a spin-on filter looking thingie that actually has a sacrificial anode like zinc or magnesium inside it. (see photo below of one of these that we have on a 1200 HP Komatsu diesel over here)
3) Eliminate the electrolyte (the mineral laden tap water, and substitute pure distilled water, with corrosion inhibitors)
I'm no corrosion specialist, but I know this is fundamentally what happens, and these are the basic engineering steps we can take to reduce it.