There are several studded, removable “skins” for the bottom of shoes and boots to increase traction in slippery environments. The Swedish company Icebug even makes them. But, they also integrate their system directly into the bottom of a line of footwear. Icebug uses a combination of carbide tipped studs and various sticky rubbers to help you stay on your feet.