Yusuf Khalid Shire
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Evaluation

  • PIGuard and NotInject: what the over-defense result shows, and what it doesn’t

    NotInject shows public prompt-injection guards blocking many harmless prompts that contain attack-like words, but PIGuard’s own gain is hard to read, because its released code picks the model using items from the test sets.

    Oct 25, 2026 · 7 min

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