Google Adds Selfie Video Recovery for Users Locked Out of Their Accounts

Google on Thursday announced a new way for users to sign-in to their accounts by letting them take a selfie video. The selfie for sign-in, per the tech giant, is another option on top of existing recovery methods to log in to an account, including an email address or a phone number. The idea is to use a video selfie as a way to regain access if a user ever gets locked out or doesn't have access

The article reports that Google has introduced a selfie video-based sign-in and account recovery mechanism, where users record guided head-movement videos that are stored and later compared to new recordings to regain access when locked out.[1][2][3][5][6] Google states these videos are encrypted, can be deleted via account settings, and are used only for sign-in and recovery unless users explicitly consent to additional uses, including training data.[1][5][6] From a RealGround perspective, this creates a material training data risk: biometric-rich video recordings may be incorporated into proprietary models, raising concerns about consent management, retention policies, secondary use of sensitive data, and regulatory compliance. Organizations adopting similar mechanisms or integrating with such services need clear AI policies, DPIA-style assessments, and CISO-level oversight on how biometric recovery data is stored, processed, and potentially used to train or fine-tune AI systems.