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Is possible for you to get a WLS user account with Deployer and Operator rights? I believe this sufficient, and that you don't really need Administrator privileges.
I'm afraid there is no alternative to specifying credentials in arquillian.xml (or via system properties), since the Arquillian WLS adapter uses JMX to communicate with the Domain Runtime MBean Server of the remote WLS instance. As far as I can see there are no options to specify the JMX credentials via some config file (which is doable only for one part of the WLS adapter - the one that uses weblogic.Deployer). If you do know of any mechanism that works for JMX, I'll be quite happy to accept a feature request and even a code contribution