Buckram is what's generally used for the base for costume hats, including hennins and attifets (medieval and Elizabethan head-eating monstrosities.). Any costumer's shop or website should have some. As for stabililty, you can attach it to a wimple - a close-fitting hood that covers the whole head.
Try this pattern for ideas:
Hope that helps!