> ## Documentation Index
> Fetch the complete documentation index at: https://docs.hellorecruiter.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# Risk Signals & Bad Actor Detection in AI Interviews

> How Hello Recruiter detects unauthorized AI usage, impersonation, and fraud during AI interviews to protect your hiring process.

Hello Recruiter's Bad Actor Detection system protects the integrity of your hiring process by automatically flagging suspicious activity.

<Frame caption="The Risk Summary tab on a candidate's profile">
  <img src="https://mintcdn.com/hellorecruiter/BfVhryz1rRNfustK/images/screenshots/risk-summary.webp?fit=max&auto=format&n=BfVhryz1rRNfustK&q=85&s=6db4f830badc649576d37161f8c66605" alt="Risk Summary" style={{ borderRadius: '8px' }} width="894" height="768" data-path="images/screenshots/risk-summary.webp" />
</Frame>

## Types of Risk Signals

<CardGroup cols={2}>
  <Card title="Unauthorized AI Usage" icon="robot">
    Detects when candidates use AI tools (like ChatGPT) to generate their responses during the interview.
  </Card>

  <Card title="Impersonation" icon="user-secret">
    Identifies potential cases where someone other than the applicant is taking the interview.
  </Card>

  <Card title="Fraudulent Applications" icon="triangle-exclamation">
    Flags applications with suspicious patterns, inconsistent information, or known fraudulent indicators.
  </Card>

  <Card title="Environment Anomalies" icon="eye">
    Detects unusual interview environments — multiple voices, screen sharing to another person, or reading from hidden notes.
  </Card>
</CardGroup>

## How Risk Signals Appear

When a candidate is flagged, you'll see:

* A **warning badge** on their profile in the candidate list
* A detailed **Risk Summary** tab in their scorecard
* Specific **evidence** explaining what triggered the flag

## What to Do with Flagged Candidates

Risk signals are informational — they don't automatically reject candidates. You decide what action to take:

* **Review the evidence** to understand the severity
* **Compare with the candidate's overall performance** — minor flags with strong scores may warrant a follow-up interview
* **Reject if the evidence is clear** — blatant fraud or impersonation should disqualify candidates

<Warning>
  Risk signals are AI-generated assessments, not definitive proof. Always review the evidence and use your judgment before making decisions.
</Warning>

## Related Guides

<CardGroup cols={3}>
  <Card icon="chart-bar" href="/companies/candidates/candidate-scorecard" title="Candidate Scorecard" />

  <Card icon="video" href="/companies/candidates/interview-hub" title="Interview Hub" />

  <Card icon="users" href="/companies/candidates/viewing-candidates" title="Viewing Candidates" />
</CardGroup>
