Withdrawing money from a credit card is taking on debt. Credit and debt are related concepts. Ask yourself this will you have to eventually pay interest on the borrowed money or not?
You can have other (non credit, say savings) bank accounts for security too. It's just as easy (or easier) as getting a credit card here (in India).