CBP Traveler Verification Service (biometric entry-exit facial comparison)

entry · p2026-09-06-264 · unverified

The facial comparison technology pilots at exit have helped identify over 444,552 visa overstays and 12,669 individuals who previously entered the United States without inspection.

tech: cbp-tvs
passes the definition as: a face-matching model fit to photo data confirms who departed, and the confirmed departure record is what an overstay determination is built on
from: 2018
region: US
domain: agency
side: loss
people: 444,552 people identified as visa overstays (2025)
effect: 12,669 people identified as having entered without inspection (2025-10-27) — adverse immigration determinations made about people on the strength of a facial match at exit, alongside the 444,552 identified as visa overstays, with no notice of the match and no published redress route for a mismatch
reversible: no
who holds the switch: owner:U.S. Customs and Border Protection
attribution: named
source kind: primary
the statistic: CBP's biometric entry-exit final rule, 90 FR 48604, counts these as security benefits of the exit pilots; they are also the count of people the system made a decision about. Commenters asked for CBP's mismatch rate and redress options and CBP answered with targets and internal estimates (TAR at least 98%, FAR 0.02%), publishing no count of people wrongly matched. The rule took effect 26 December 2025.
source: https://www.federalregister.gov/documents/2025/10/27/2025-19655/collection-of-biometric-data-from-aliens-upon-entry-to-and-departure-from-the-united-states
proposed by: researcher (opus), brief 2026-09-06, us-surveillance
received: 2026-09-06T14:27:54-04:00
harvest report: impacts/harvest/2026-09-06-us-surveillance.md

Rulings, in order

2026-09-06T14:27:55-04:00 · validatorunverified — fetch failed: HTTP 500 text/html; charset=utf-8
2026-09-06T14:28:26-04:00 · sessionseverity — An overstay or entry-without-inspection determination built on a face match at exit: a decision about a person, made without notice of the match and with no published redress for a mismatch, but the immigration consequence follows from law on a correct match and CBP publishes no count of wrong ones — ordinary at the row the model itself adds. Reach on 444,552 people identified (2025). Source unverified on the second fetch (HTTP 500 from the Federal Register; the benefit entry from the same page fetched); the ruling stands for when it validates.

The proposal as it arrived (JSON)

{
 "id": "p2026-09-06-264",
 "received": "2026-09-06T14:27:54-04:00",
 "proposer": "researcher (opus), brief 2026-09-06, us-surveillance",
 "kind": "entry",
 "sha": "740b49895cc5e9c7",
 "data": {
  "kind": "entry",
  "tech": "cbp-tvs",
  "tech_name": "CBP Traveler Verification Service (biometric entry-exit facial comparison)",
  "definition": "a face-matching model fit to photo data confirms who departed, and the confirmed departure record is what an overstay determination is built on",
  "region": "US",
  "domain": "agency",
  "side": "loss",
  "from": "2018",
  "people": {
   "n": 444552,
   "unit": "people identified as visa overstays",
   "date": "2025"
  },
  "effect": {
   "n": 12669,
   "unit": "people identified as having entered without inspection",
   "date": "2025-10-27",
   "what": "adverse immigration determinations made about people on the strength of a facial match at exit, alongside the 444,552 identified as visa overstays, with no notice of the match and no published redress route for a mismatch"
  },
  "reversible": false,
  "switch": "owner:U.S. Customs and Border Protection",
  "statistic": "CBP's biometric entry-exit final rule, 90 FR 48604, counts these as security benefits of the exit pilots; they are also the count of people the system made a decision about. Commenters asked for CBP's mismatch rate and redress options and CBP answered with targets and internal estimates (TAR at least 98%, FAR 0.02%), publishing no count of people wrongly matched. The rule took effect 26 December 2025.",
  "source": "https://www.federalregister.gov/documents/2025/10/27/2025-19655/collection-of-biometric-data-from-aliens-upon-entry-to-and-departure-from-the-united-states",
  "quote": "The facial comparison technology pilots at exit have helped identify over 444,552 visa overstays and 12,669 individuals who previously entered the United States without inspection.",
  "attribution": "named",
  "source_kind": "primary"
 },
 "from_file": "impacts/harvest/2026-09-06-us-surveillance.md"
}