sql self signed certs, what happens a backup is stolen?

Question

If create a certificate using the following code:

CREATE CERTIFICATE Shipping04   
   ENCRYPTION BY PASSWORD = \'pGFD4bb925DGvbd2439587y\'  
   WITH SUBJECT = \'S