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  1. <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 800 500">
  2. <!-- Background -->
  3. <rect width="800" height="500" fill="#f0f0f0"/>
  4. <!-- Title -->
  5. <text x="400" y="40" font-size="24" text-anchor="middle" font-weight="bold">Adversarial Testing Approaches for LLMs</text>
  6. <!-- White Box Testing -->
  7. <rect x="50" y="70" width="340" height="400" fill="white" stroke="#333" stroke-width="2" rx="10"/>
  8. <text x="220" y="100" font-size="20" text-anchor="middle" font-weight="bold">White Box Testing</text>
  9. <!-- Black Box Testing -->
  10. <rect x="410" y="70" width="340" height="400" fill="#333" stroke="#333" stroke-width="2" rx="10"/>
  11. <text x="580" y="100" font-size="20" text-anchor="middle" font-weight="bold" fill="white">Black Box Testing</text>
  12. <!-- White Box Testing Details -->
  13. <text x="70" y="140" font-size="16" fill="#333">• Full access to model internals</text>
  14. <text x="70" y="180" font-size="16" fill="#333">• Highly effective attacks</text>
  15. <text x="70" y="220" font-size="16" fill="#333">• Slower and model-specific</text>
  16. <text x="70" y="260" font-size="16" fill="#333">• Uncovers structural vulnerabilities</text>
  17. <text x="70" y="300" font-size="16" fill="#333">• Technically complex</text>
  18. <text x="70" y="340" font-size="16" fill="#333">• Useful for model developers</text>
  19. <text x="70" y="380" font-size="16" fill="#333">• Can target specific model layers</text>
  20. <!-- Black Box Testing Details -->
  21. <text x="430" y="140" font-size="16" fill="white">• Only inputs/outputs observable</text>
  22. <text x="430" y="180" font-size="16" fill="white">• Simulates real-world scenarios</text>
  23. <text x="430" y="220" font-size="16" fill="white">• More practical for most teams</text>
  24. <text x="430" y="260" font-size="16" fill="white">• Reveals unexpected behaviors</text>
  25. <text x="430" y="300" font-size="16" fill="white">• Accessible to non-experts</text>
  26. <text x="430" y="340" font-size="16" fill="white">• Useful for end-users/testers</text>
  27. <text x="430" y="380" font-size="16" fill="white">• Tests overall system behavior</text>
  28. <!-- Divider -->
  29. <line x1="400" y1="70" x2="400" y2="470" stroke="#666" stroke-width="2" stroke-dasharray="5,5"/>
  30. </svg>
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