In general, miles that have already been transferred to AA are safe, but miles that have not yet been transferred to AA are lost if (for example) a card is closed. (But I don't know if we have any datapoints specific to defaulting on a card.)

You have other possible worries with defaulting, such as not being able to get cards in the future, other banks seeing that on your credit report and closing card accounts at those other banks, etc.