Years ago I worked at a company that made knitwear. The garments would occasionally get black grease on them from the knitting machines. We used a spray that you spray on, let dry, then brush off.
You can purchase this spray at Hancock's Fabrics. I use it often and it works great.
http://www.hancockfabrics.com/Sulliv...VVviewprod.htm