Yes, forgotten passwords are a risk.
However, if you backup without or with a weak password, its extremely easy to leak your private keys. Backups need to be stored on public storage (the SD card aka "external memory"), otherwise you would not be able to move them to a safe place (off the device). Thus, any app can read your backup.
In future, you will be able to encrypt your wallet. This means you'll need to enter your password each time you want to sign a transaction. Thus will hopefully help to remember your password.