I'd have to vote for E6000. According to its description:
"E-6000 is a unique adhesive formulated to meet high-performance industrial requirements. It adheres to more surfaces than virtually any other adhesive. E-6000 has exceptional adhesion to wood, metal
, glass, fiberglass, ceramics, masonry and concrete."
Let it cure in a well-ventilated area (I use the garage) overnight. If that doesn't work, I'm out of suggestions. Let us know how it works!