Yes it saves once the app is closed . You can check the example app here: github.com/mogol/flutter_secure_storage/tree/develop/example This shows that keys can be created and once the app is closed and reopened, the keys are not wiped.
Read moreHow do you store secure data in flutter?
A Flutter plugin to store data in secure storage:
Read more