Can you lose the public IP address associated with your EC2 instance?
Yes, you can lose it if you reboot the instance.
Yes, you can lose it if you stop and start the instance.
Yes, you can lose it when you edit the instance properties and release the IP address.
No, you will never lose the public IP address for your instance.