I just used superglue on mine. just a blob or two to stick to the rubber seals. Been on for 5 years at least and took them off once to replace the rubber seal.
like ray says superglue, otherwise throw them away/sell them on they will only blow off when you open the window on the motorway ime, go for the Climairs they stay in place no problem and no silly clips or double sided tape