Both of these work well
http://3mauto.com/products/tapes/3m-super-strong-automotive-attachment-tape-03609.html
http://www.shop3m.com/3m-black-super-weatherstrip-and-gasket-adhesive-08008-5-oz.html?utm_medium=cpc&WT.term=%7Bkeyword%7D&utm_campaign=Product+Ads&utm_source=bing&WT.medium=cpc&WT.campaign=Product+Ads&WT.srch=1&WT.content=text&WT.source=bing&utm_content=%5Btid%5D&WT.mc_id=www.shop3m.com&utm_term=%7Bkeyword%7D&cshift_ck=A395C973-1E3E-4058-A4C1-4E4BCA667DAFcskXiDV8ip