Facial vector uniqueness constraint for dating APP profiles
Facial vector uniqueness constraints through liveness checks address issues in on-line dating services by creating a unique face vector for each user, enhancing authentication and reducing fraudulent activities, thus improving user safety and satisfaction.
WO2026127956A1 Publication Date: 2026-06-18TINDER LLC
Patent Information
- Authority / Receiving Office
- WO · WO
- Patent Type
- Applications
- Current Assignee / Owner
- TINDER LLC
- Filing Date
- 2024-12-11
- Publication Date
- 2026-06-18
AI Technical Summary
⚠Technical Problem
Contemporary on-line dating services face issues such as user-originated spam, impersonation, account duplication, SMS pumping fraud, and the challenge of detecting underage users, exacerbated by recidivism among known bad actors.
⚗Method used
Implementing facial vector uniqueness constraints through liveness checks to create a unique face vector for each user, which is used for authentication, profile verification, and multi-factor authentication, reducing the reliance on phone/email verification and device identification.
🎯Benefits of technology
Reduces exposure to inauthentic accounts, improves detection of bad actors, and enhances the accuracy of user identification, thereby increasing user satisfaction and reducing policy violations.
✦ Generated by Eureka AI based on patent content.
Smart Images
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Abstract
A method includes receiving first liveness data of a user; receiving one or more profile pictures for a first profile of the user; and determining whether a first face map of the user matches at least one of the one or more profile pictures of the user, wherein the first face map is at least in part based on the first liveness data.
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