Depends on the types of fraud buyer protection which you get with every credit card is covered by PayPal, other types of fraud PayPal has to deal with them also who pays the final fee isn't the issue as most of the cost is in handling the case in the first place to a level that will appease the regulators and your underwriters/insurers.