Attaching Velcro to your cushion is a simple technique to keep it from sliding. Velcro, especially adhesive Velcro, is not as difficult to attach. The adhesive Velcro quickly adheres to textiles such as vinyl and leather. You can, however, use Velcro that has been sewed onto materials such as cotton or typical upholstery fabrics. Sew with a strong thread.