# LLM Risks & Vulnerabilities

<div class="risks-table-container container-slide-up">
  <table class="llm-risks-table stagger-container">
    <thead>
      <tr>
        <th>LLM Risk</th>
        <th>Vulnerabilities</th>
        <th>Description</th>
      </tr>
    </thead>
    <tbody>
      <tr>
        <td><span class="highlight-word">Responsible AI</span> Risks</td>
        <td>Bias, <span class="highlight-word">Toxicity</span></td>
        <td>Ensuring ethical model behavior by preventing <span class="highlight-word">discriminatory outputs</span> and offensive content generation that could harm users or specific demographic groups</td>
      </tr>
      <tr>
        <td><span class="highlight-word">Illegal Activities</span> Risks</td>
        <td>IllegalActivity, <span class="highlight-word">GraphicContent</span></td>
        <td>Preventing content that violates laws, promotes <span class="highlight-word">criminal behavior</span>, or generates instructions for harmful activities that could endanger public safety</td>
      </tr>
      <tr>
        <td><span class="highlight-word">Brand Image</span> Risks</td>
        <td>ExcessiveAgency, <span class="highlight-word">Robustness</span></td>
        <td>Protecting organizational reputation by avoiding <span class="highlight-word">misinformation</span>, misattribution, and content that contradicts company values</td>
      </tr>
      <tr>
        <td><span class="highlight-word">Data Privacy</span> Risks</td>
        <td>PIILeakage, <span class="highlight-word">PromptLeakage</span></td>
        <td>Safeguarding <span class="highlight-word">sensitive information</span> by preventing the exposure of personal identifiable information and confidential data</td>
      </tr>
      <tr>
        <td><span class="highlight-word">Unauthorized Access</span> Risks</td>
        <td>UnauthorizedAccess</td>
        <td>Securing systems by preventing exploitation of LLMs to gain <span class="highlight-word">unauthorized system access</span> or execute malicious commands</td>
      </tr>
    </tbody>
  </table>
</div>

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