Sudbury Elastomeric Marine Adhesive. Buy it at Dover Marina.
Multi-purpose marine grade adhesive with superior strength, adhesion, and life characteristics.
Use it for small applications. It's the one with a light house on it. It won't lift up again.
Test a dab on the material to ensure it doesn't react. - Mine didn't.