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IBIA Industry Position on Law Enforcement Uses of Face Recognition and AI

  • Published: February 27, 2025
  • Updated: March 5, 2026
IBIA-Industry_Position_on_Face_Recognition_and_AI_for_Law_EnforcementDownload

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The Matching Process:

  • Verification (1:1 Matching)
  • Identification (1:n Matching)

This process answers the question, “Are you who you claim to be?” The user makes an identity claim (e.g., by providing a username), and the system performs a one-to-one comparison between their live biometric template and the single template stored for that specific identity. This is used for authentication, such as unlocking a device or accessing a secure account. 

This process answers the question, “Who are you?” The system performs a one-to-many comparison, searching an entire database of stored templates to find a match for the user’s live biometric template. This is used in applications like law enforcement to identify a suspect from a crime scene fingerprint, or in national ID programs to prevent duplicate registrations.

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