Soni, I not only remove leaves that look like they may have rust, but I also spray the plant, the top of the soil, and the pot, with a spray for rust. Then apply enough live compost to the soil surface to completely cover the top of the soil. Rust can be difficult to remove once it gets on your plants.
When spring comes do not place pots back in the same spot, until you have sprayed the area.
Bob @ T. Pine Connecticut - zone 5b/6a