Alternatively, if its not taking you could try...
PVA Glue (white stuff usually used with flat pack furniture)
Contact Adhesive (used to use it at work, think it would be ideal)
Not tried either obviously, but would think they are less agressive than superglue, i know that you would be able to peel the contact adhesive without too much damage if you needed to remove it.