Mysql AES_ENCRYPT supported on DH?

Does Dreamhost support mysql AES_ENCRYPT?

Should be supported, although I’d urge you to do encryption/decryption in your application, not in MySQL. Database communications are not encrypted on the network, so anything that’s sensitive enough to need encryption should probably be encrypted before it gets sent to the MySQL server at all.