As usual, the answer is "it depends."
In general, I would say that if an attacker has access to your database, your security situation is so badly compromised that password encryption will most likely not help you. This is different from using a one-way hash - it is likely that an attacker who has access to your database also has access to your decryption key, while one-way hashes are, by definition, one way.
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