First off, be thankful it isn't spreading.
Pull it off, cut it with a Xacto or scalpel if you have one, scissors, etc. To attach to rock; cover xenia and rock under a holey tupperware. Or get some netting from Walmart and cover it all up. I used rubber bands and made a netting baggie around a piece of rock and a few heads of xenia.