Nick
That is a lot of water. Wonder how long it has bee trapped in there. May be you should consider something stronger than oil as an inhibitor of corrosion/rust. I would expect that something needs to be injected under pressure to cover the whole of the area/expanse that 3 Litres of water has been sloshing around.
Best Wishes and Regards, John