I was considering trying this adhesive but I'm just not sure....
Mr. Sticky’s® Underwater Glue: TAP Plastics
if i were you i would look into a 3M product.they make alot of specialized adhesives for cross bonding dissimilar materials like pvc to glass,glass to acrylic etc.