From this forum I have recently learned that I can use the method setAppMuted to mute interstitial ads in my game. From what I can tell this is a static method in the class MobileAds.
However this class doesn't seem to be included in the Google Mobile Ads plugin for Unity. I am very lost, how do I call this method from within Unity?