RE in WHERE

SELECT * FROM secure WHERE ~ '^12\.';

displays

    host
-----------------
 12.28.18.10
 12.41.17.174
 128.121.247.126
...

Escaping the dot should only show the 12. entries right?  What is the proper
RE for this?