The administrator of your Home and users with Security: Advanced permissions have access to video clips. You can manage the users on your Home from the Philips Hue app or by signing in to your account on account.meethue.com.
Every additional Philips Hue app that you use to control your Philips Hue system will need to get the encryption passphrase from the admin of the Home before they can access the recordings.