Alternatively you can just keep two bank accounts one for online transactions. You're not liable for overdraft fees or anything if your details were stolen.

What you do gotta look out for is forgetting to add money in, but if you get a bank that is good about not allowing overdrafts to occur you can mitigate overdraft fees.

Anyway, yeah you might be safer with a credit card, but then you have a credit card.