Facial recognition helps HSI identify 311 probable child victims

AI system

System: Facial recognition (reported as Clearview AI) and AI/machine-learning image enhancement used in victim identification
Model: Not assessed
Release: Not assessed
Application developer: Clearview AI (reported by ABC and Forbes; not confirmed by HSI) and unnamed image-enhancement tools
Role: Not assessed
Configuration: Not assessed
Inputs and outputs: Not assessed
Autonomy: Not assessed
Workflow: Large holdings of unidentified abuse-material series concentrated for a time-boxed multi-agency review. Facial recognition against web-scraped reference images plus AI image enhancement feeding human investigators. Lead dissemination through Interpol's ICSE database and partner agencies.
Human oversight: Not assessed
Relation to AI: Official and independent sources agree the surge produced the identifications. The AI's share is described only qualitatively. NBC quotes an HSI official on AI-enhanced images giving investigators a starting point or tentative identification. ABC names Clearview AI's facial recognition as one tool. HSI did not confirm any product, and much of the work was manual contextual analysis (flora, fauna, geolocation). No figure separates AI-derived identifications from the rest.
AI contribution: Official and independent sources agree the surge produced the identifications. The AI's share is described only qualitatively. NBC quotes an HSI official on AI-enhanced images giving investigators a starting point or tentative identification. ABC names Clearview AI's facial recognition as one tool. HSI did not confirm any product, and much of the work was manual contextual analysis (flora, fauna, geolocation). No figure separates AI-derived identifications from the rest.

Benefits

Outcome identifiers: Not assessed
Benefit: 311 probable identifications of unknown child victims, 14 positive contacts
Category: Reduced Violence
Status: Not assessed
Beneficiary groups: People. Society.
Beneficiaries: Not assessed
Reach: Not assessed
Distribution and access: Not assessed
Duration: Not assessed
Expected?: Yes
Costs and harms: Not assessed

Measurement

Studies: Not assessed
Study design: Not assessed
Measurement: Not assessed
Setting and sample: Not assessed
Measures: 311 probable identifications of unknown child victims, 14 positive contacts
Comparison: Assumed alternative: the same abuse-material series as previously reviewed, which had left the cases cold
Results: Assumed comparison. Reference: formerly cold cases. Result: there are now fresh leads.
Additional value from AI: Not assessed
Limitations: Not assessed
Denominators: Not assessed
Materials for replication: Not assessed

Money

Kind of value: Not assessed
Amount: Not assessed
Currency and prices: Not assessed
Period and unit: Not assessed
Realization: Not assessed
Recipients and payers: Not assessed
Gross or net: Not assessed
Included costs: Not assessed
Comparison: Not assessed
Method: Not assessed
Return and payback: Not assessed

People and places

Participants: Developer: Clearview AI (reported by ABC and Forbes; not confirmed by HSI) and unnamed image-enhancement tools. Operator: Homeland Security Investigations (U.S. Immigration and Customs Enforcement), Cyber Crimes Center.
Jurisdictions: Benefit: Washington, United States. Developer: United States. Operator: United States.
Ownership and control: Not assessed
Dependencies: Not assessed
Cross-border connections: Not assessed
Geopolitical implications: Not assessed

Follow-up

Conditions for replication: Legal authority to use web-scraped facial recognition (banned for this use in Australia, per ABC). Human investigators to verify tentative identifications before action. Partner agencies able to act on leads.
Replication attempts: 1 follow-up entries. Outcome unresolved: 1.
Later findings: 24 August 2023. Two weeks after the results release, ABC reported that the operation had led to arrests of active abusers in the United States and Canada.
Availability: Not assessed
Institutional decision: Not assessed
Grounds: Not assessed
Action and result: Not assessed
Success criterion: Not assessed

Evidence

Source numbers: AIBD-0224-source-0001–0004
Citations: Numbered references below.
Language: Not assessed
Source relationships: Operator, Independent
Original evidence: Not assessed
Access and versions: Not assessed
Supported findings: Not assessed
Evidence links: Not assessed
Evidence strength: Not assessed
Missing evidence: Not assessed

Grades

Assessed benefits: People. Society.
Depth: People: 4. Society: 3.
Reasons: People: ICE reports several confirmed rescues of children from active abuse and 14 positive contacts. The number of rescues is unstated. Society: More than 100 leads disseminated and arrests of active abusers in the United States and Canada, per ICE and NBC.
Observed or intended: Not assessed
Rubric: Not assessed
Assessor and date: Not assessed
Alternative assessments: Not assessed
Fill: Independently reported

Entry details

Kind: Not assessed
Related entries: Not assessed
Field: Child protection / online child sexual exploitation. Government.
Purpose: Identify previously unknown victims and offenders in seized child sexual abuse material so that children can be located and rescued.
Dates: Date basis unassessed: 2023 (precision unassessed). Updated: 21 October 2026.
Stage: Not assessed
Version: SHA-256: c810f6131be8…

References

Other identifiers: Not assessed
Category mappings: Not assessed
Brief: Not assessed
Revisions: 5 revisions. Latest: 21 October 2026.

Sources

News report Independent author

Julia Ainsley, NBC News, 9 Aug 2023
News report Independent author

Antonia O'Flaherty, ABC News (Australia), 24 Aug 2023
News report Independent author

Mary Whitfill Roeloffs, Forbes, 9 Aug 2023
Press release Deployer

U.S. Immigration and Customs Enforcement, news release, 9 Aug 2023