Fraud Defense Hub
Ghost Employee Fraud Defense
AI Overview: Ghost employee fraud costs U.S. employers billions annually. This hub provides a payroll risk calculator, a 2026 synthetic identity checklist (including "Frankenstein IDs"), and U.S. I-9 penalty guidance to help you protect your business.
Tools & Resources
Payroll Risk Calculator
Input your payroll metrics to estimate your Ghost Exposure Score.
2026 Synthetic Identity Checklist
"Frankenstein IDs" — mixing real SSNs with AI-generated faces and forged documents. Know the red flags.
Real SSN + AI-generated face
Synthetic identities often combine a legitimate SSN (often from minors or deceased) with a computer-generated face that passes liveness checks.
CriticalForged documents with real data
Fraudsters use real PII from data breaches to create convincing fake IDs, passports, or utility bills.
HighDeepfake video for remote verification
AI-generated video calls can bypass remote onboarding checks. Look for unnatural eye movement or audio sync issues.
CriticalSynthetic credit profile
Long-term synthetic identities build credit over years before "bust-out" fraud. Cross-check employment history.
HighOne person, multiple identities
Same individual may use different synthetic personas across employers. Biometric deduplication catches this.
High
US I-9 Penalty Warning
Under U.S. immigration law (2025), employers face civil penalties of up to $27,894 per unauthorized worker for I-9 violations.
| Offense | Min | Max |
|---|---|---|
| I-9 paperwork violations | $281 | $2,789 |
| Employing unauthorized worker (first offense) | $698 | $5,579 |
| Employing unauthorized worker (second offense) | $5,579 | $13,946 |
| Employing unauthorized worker (third offense) | $8,369 | $27,894 |
Source: DHS. Verify workers with EmployerChecks to stay compliant.