I personally like the approach with a footer “Icons under CC-BY-SA 3.0 by various authors(link to attribution page)” and at the attribution page, show all icons you use, with a name and a link to where the work can be found. When the icons are grouped, this can work fairly well for fairly large amounts of different icons.