Gripfill?
Ad says: Gives excellent adhesion and bonding strength to most solid materials. Bonds plasterboard, teeth, skirting boards, Space shuttle thermal tiles, electrical conduit, non moving body parts, stone, ferrous and non-ferrous metals.
Should do the job.