I have not tried this before myself but I believe you could use good quality auto touch-up paint. You can also buy spray paint at the LHS that is deesigned explicitly to resist nitro fuel. Wait on the auto paint for someone to back me up before running out and buying that.

Welcome to the hobby and to RCU.