Clean rust from meteorites

I have recently purchased some meteorite slices that have been cut
and polished.

Even though I have stored them with silica gel bags in sealed
plastic pouches, some are beginning to rust, mainly the octahedrite
IAB and the silicated iron ones.

Which would be the best way to clean them and hopefully keep them
rust free? Any help would be much appreciated.

Best Regards
Isabella