Index/Topics/Facial Recognition

Facial Recognition

Facial recognition technology is compared to PhotoDNA, highlighting that PhotoDNA is not a facial recognition tool.

Fact-Checks

10 results
Jan 25, 2026
Most Viewed

What technical methods do fact-checkers use to detect deepfake videos on YouTube?

Fact-checkers combine human-led visual forensics with automated classifiers that analyze pixels, audio, temporal patterns and metadata to spot ; no single method is foolproof, so teams layer cues—lip-...

Jan 16, 2026
Most Viewed

How does photoDNA work

PhotoDNA is a perceptual “fuzzy” hashing system developed by Microsoft and Dartmouth to create robust digital fingerprints of known images so platforms and law enforcement can find copies even after c...

Jan 15, 2026
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How do ICE and CBP databases contribute to misidentification, and what reforms have been proposed to fix them?

ICE and CBP’s expanding use of biometric and surveillance databases—ranging from facial recognition on mobile apps to large Automated License Plate Reader (ALPR) feeds and the DHS IDENT biometric repo...

Feb 6, 2026

How do PhotoDNA and other hash‑based tools work in cloud storage scanning, and what are common evidentiary challenges?

and related perceptual-hash tools create compact, privacy-preserving “fingerprints” of images that can be matched against a database of known illegal material, enabling automated scanning at cloud sca...

Feb 5, 2026

How do fact‑checkers and platforms identify and remove scam ads that misuse celebrity likenesses?

Platforms and fact‑checkers combine automated detection (including nascent and ), keyword and image forensics, and human review to identify celebrity‑impersonation ads, while consumer agencies recomme...

Jan 30, 2026

How have media organizations verified the agency identity of officers in protest footage (uniform markings, vehicle plates, chain of custody)?

Newsrooms and independent verifiers combine visual forensics (badges, helmet numbers, patches), vehicle identifiers (, markings, fleet features), corroborating metadata (timestamps, geolocation, multi...

Jan 27, 2026

What legislative proposals or DOJ regulations have been advanced to limit CBP’s 100‑mile zone authority?

enforcement zone have surfaced in Congress and in advocacy reports: lawmakers have proposed narrowing the zone and imposing documentation and procedural limits on internal stops, while watchdog groups...

Jan 17, 2026

Have watchdog groups or FOIA releases produced the full statements of work showing how Palantir, Clearview, or PenLink integrations would be used operationally?

Watchdog groups and FOIA releases have produced some contract documents and summaries that illuminatePalantir’s government work, including ICE’s publicly released contract files, but the evidence in t...

Jan 17, 2026

What legal and oversight mechanisms constrain ICE’s use of surveillance technology and domestic intelligence gathering?

ICE’s technical reach is restrained by a patchwork of oversight: internal DHS privacy policies, Congressional and inspector-general scrutiny, state and local privacy laws, civil litigation and public ...

Jan 16, 2026

How accurate are commercial facial‑recognition systems like Clearview AI for different demographic groups?

Commercial vendors led by Clearview AI point to National Institute of Standards and Technology (NIST) results showing their algorithms achieved greater than 99% accuracy across demographic groups on s...