Glues that are solvent-based (as opposed to water-based) will be your best bet. Industrial strength or Silicone glues formulated to be weatherproof are good options. Aleene's DIY Craft Super Glue is an ultra-strong, water- and UV-resistant adhesive, making it an excellent choice. Aleene's Ultimate Adhesive or Super Fabric are also excellent waterproof options.