Multi-Modal Interview Fraud Detection

Protect your hiring process with AI that analyzes video feeds, audio patterns, and transcript inconsistencies simultaneously — catching impersonation, AI-generated responses, lip-sync manipulation, and proxy interview attempts.

app.vivyascreens.com/fraud-detection
Risk Assessment
LowRisk
Overall Score: 88/100
Video Analysis
Clean
Face consistent · No lip-sync anomaly
Audio Analysis
Flag
Background voice detected at 14:22
Transcript AI
Clean
Response pattern: Human · No AI generation
Alert Timeline
14:22warning

Secondary voice detected — possible coaching

08:45info

Brief camera obstruction (0.3s) — likely accidental

02:10clear

Face verification passed — identity confirmed

Evidence Snapshot
ID
Verified
Face match: 99.2%
🎤
Review
Voice anomaly: 14:22

3

Analysis channels (video, audio, text)

Real-Time

Continuous monitoring

99.2%

Detection accuracy

<1%

False positive rate

What Makes It Powerful

Face & Identity Verification

Compare the interview candidate against their submitted photo ID in real-time. Detect face-swapping, deepfakes, and proxy interviewees.

Voice Consistency Analysis

Continuous voice fingerprinting throughout the interview detects speaker changes, pre-recorded responses, and audio manipulation.

AI-Generated Content Detection

Identify responses generated by ChatGPT, Copilot, or other AI tools through linguistic pattern analysis and response timing.

Lip-Sync Detection

Advanced video analysis detects mismatches between lip movements and audio — catching dubbing and voice-over fraud attempts.

Environment Anomaly Detection

Flags suspicious patterns like multiple monitors, screen sharing apps, someone off-camera feeding answers, or unusual background activity.

Evidence-Based Risk Scoring

Every fraud flag comes with timestamped evidence, confidence scores, and visual proof — enabling fair, defensible hiring decisions.

How It Works

1

Silent Monitoring Begins

When the interview starts, our multi-modal AI activates — analyzing video, audio, and transcript streams simultaneously in real-time.

2

Continuous Analysis Across 3 Channels

Video: face matching, lip-sync, environment. Audio: voice consistency, background noise. Transcript: AI-content, response patterns.

3

Anomalies Flagged with Evidence

When suspicious patterns are detected, they're logged with timestamps, confidence scores, screenshots, and audio clips as evidence.

4

Risk Score & Report Delivered

A comprehensive fraud risk score is calculated and included in the interview report. High-risk interviews are flagged for manual review.

Ready to Transform Your Hiring?

Join 1,000+ recruiters who screen 10,000 interviews daily with AI. Cut screening time by 90% and reduce cost-per-hire by 60%.