Resting the base of your palm on the lower strings while you play the higher ones is also a good way to mute unnecessary lower strings from ringing out.

For me, I'll usually lift my palm off the bridge as I play the lower strings, or I'll move my palm back behind the bridge as I play lower strings. You might want to try this method until you are able to play without resting your palm on the guitar.