Selleys Kwik Grip Spray should be fine to use on Sponge type foam rubber such as that used in furniture padding if only a small area, although we do suggest conducting a test first on an offcut. For larger areas we suggest trying either Selleys Kwik Grip Horizontal or Selleys Kwik Grip Gel. Again always test first on an offcut.