If you lose your device, or it’s stolen, you should log into iCloud and mark your device as lost as soon as possible. This will prevent Apple Pay from being used on that device. If you find your device, you can reinstate it via iCloud, which will also reinstate Apple Pay. 

Apple Pay uses the security features built into your Apple device — including Face ID and Touch ID — which are designed so only you can authorise payments.