Can I Trust Stripe?
Yes! Stripe is PCI DSS compliant, leverages the latest SSL security methods and card numbers are encrypted on disk with AES-256 type encryption. In other words, Stripe's number one priority is security.
You can read more about their Security and Fraud policies from their website.