# Best Practices for LLM Security Benchmarking

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  <li><span class="highlight-word animated-highlight">Comprehensive vulnerability coverage</span>: Test for all five risk categories, not just obvious harmful content generation.</li>
  
  <li><span class="highlight-word animated-highlight">Systematic approach</span>: Combine automated testing with human red-teaming for maximum effectiveness.</li>
  
  <li><span class="highlight-word animated-highlight">Continuous evaluation</span>: Security benchmarking should be an ongoing process throughout the LLM lifecycle, not a one-time assessment.</li>
  
  <li><span class="highlight-word animated-highlight">Attack diversity</span>: Employ multiple attack techniques and enhancement methods to thoroughly probe the system.</li>
  
  <li><span class="highlight-word animated-highlight">Detailed analysis</span>: Go beyond simple pass/fail metrics to understand vulnerability scores and their breakdown for targeted improvements.</li>
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