Gaffa or duct/duck tape,comes in may colours even clear 11/2" wide and sticks anything.I use white duct tape on tena slips as their tapes stretch and snap.Works really well
You should use a soft rubber or plastic bonding glue (industrial strength). There are several of them available. I used to use Blue Magic waterbed glue, but it's hard to get now. I"m using a product called E6000. Any department store like Wal-mart, K-mart, etc has it.