Detect Deepfake Candidates in the Interview
Face-swap and synthetic-video tools now show up in remote interviews. Fintra scores live video for deepfake artifacts and flags the risk for a human - before a synthetic candidate gets hired.
Why deepfake screening matters now
Government agencies have warned that synthetic identities and deepfake video are being used to pass remote interviews - sometimes to plant insiders. Fintra analyzes live interview video for the telltale artifacts of face-swap and synthetic generation and raises a flag when the risk is elevated.
- Artifact analysis on live interview video
- Risk score surfaced inline with the interview result
- Escalation path for high-risk sessions
- Evidence and score logged for audit and recourse
What it looks for
| Indicator | Signal of |
|---|---|
| Facial boundary artifacts | Face-swap overlay |
| Temporal inconsistency | Frame-level synthesis |
| Lighting / reflection mismatch | Composited video |
| Lip-sync / audio drift | Voice or video manipulation |
A flag, reviewed by a person
Part of the integrity layer
- Runs alongside candidate fraud detection on the same session
- Feeds the integrity status shown in the recruiter cockpit
- Pairs with onboarding document verification at hire time
Frequently asked questions
Can Fintra really tell if a candidate is a deepfake?
It detects the artifacts deepfake and face-swap tools tend to leave in live video and produces a risk score. It’s a probabilistic signal, not a certainty - so a high-risk session is flagged for a human to verify, typically with a live follow-up, rather than judged final by the model.
What happens when a deepfake is suspected?
The session is flagged and escalated to a recruiter with the specific evidence. A common next step is a verified live conversation. Nothing is auto-rejected, protecting candidates on poor webcams from false positives while still catching real synthetic-media fraud.
Why is this suddenly necessary?
Remote hiring plus accessible generative video has made synthetic-candidate fraud a documented threat, including insider-placement schemes flagged by government advisories. Screening live interview video closes a gap that resume checks and reference calls can’t.
Does it slow the interview down?
No. Detection runs on the existing interview session, so candidates don’t take an extra step. Recruiters simply see an integrity status alongside the interview score in the cockpit.
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Stop synthetic candidates at the interview
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