What about dying it instead? if you paint over it you might loose its texture which is really appealing unless you don't care about it, if you google it theres a couple of pages on it. If you don't want to mess up your shoe, you can buy some nylon at Jo anns, its about 7 for the yard, but you can get a 1/4 and experiment a bunch of things on it.