BXN
No, do not use oil based paint. The paint uses a different kind of tint that can be mixed in latex or oil based paint. If desperate you can use artist tubes of oil paint, but your consistency from batch to batch will be off. Do it the right and safe way, buy the proper material. And don't cook the stuff indoors, if in a garage have a good exhaust system.