However, I recently used my Apple Pay on a service which stores your payment details for further processing. I thought it was a bit strange as usually you have to authorise each Apple Pay payment each time. I then went to buy something else from their store and the payment went through without any manual intervention.
How is this possible? How can I mitigate it?
You can manually request that your security code be changed.
You can request a new card number.