Any payment with Apple Pay is secure, since it is authenticated with Face ID, Touch ID or the password of your device, as well as a unique OTP.
When you add your card to Apple Pay, the real card number is not stored either in the device or the Apple servers. Instead, a unique account number is assigned to your device. The number is encrypted and stored in “Secure Element” certified chip designed for secure storage of payment-related information.