Is there a way to encrypt chat room (conference) related traffic?

I already installed OpenFire XMPP server and I can use Pidgin for example to encrypt a conversation between two people (PGP).

Can I do something similar for chat rooms? Are there any Jabber clients which can do this? I'd prefer PGP encryption if possible.

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