How to remove rust from PCI-Devices?

A friend of mine gave me a Creative Sound Blaster Live. It was great but I was bothered of some rust spots that have aculated on the metal surface (the area where you have to screw it in your ATX Casing). What is the best way or removing rust without harming the Sound Card?