The current top-voted to this question states:
Another one that\'s not so much a security issue, although it is security-related, is complete and abje
Ideally you should do both.
First Hash the pass password for the one way security. Use a salt for extra security.
Then encrypt the hash to defend against dictionary attacks if your database of password hashes is compromised.