Yesterday night my account also got unauthorised access. Thanks to Evernote team for an email prompt.
Withing 3 minute of email prompt I revoke unauthorised device. But still 3 minutes are more than enough for getting info.
I have no idea if my notes got compromised by hacker or not.
My account contained personal sensitive information.
I change my password and deactivated my account after taking some important notes backup.