Depending on the credit card you used to book the tickets perhaps you could seek reimbursement from the travel protection. I'll leave the legal analysis to smarter mammals than me, but on the surface this would seem to fall under Amex's travel insurance for lost or stolen items. Fully admit I have never used this benefit so I may not be familiar with some quirk that makes it not apply here.