When laundering money, "clean" money is worth more to them than "dirty" money, so substantial losses would be part of the plan.

And yes, banks try not to be defrauded. "Due diligence" is about catching problems like this or at least reducing them to manageable levels.

But I don't know the details; I just read a book about fraud.