Some strong types of fabric glues are Fabri-tac and Sobo Premium Craft and Fabric Glue. The good thing about Sobo brand of glue is that it works on both fabric and paper items. It is considered an all-purpose glue.
Another type of glue that works on fabric is hot glue with a hot glue gun. This does require a little more skill to use safely and effectively, though it can also create a stronger hold. It can also be used on different types of craft materials. If someone using hot glue gets the glue on her hands, she should put the area in a bowl of ice water. This allows the glue to quickly dry, making it easy to peel off.