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FIRE: Latent Space Backdoor Mitigation at Runtime

FIRE: Latent Space Backdoor Mitigation at Runtime
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📄閱讀原文: ArXiv AI

⚡ 30-Second TL;DR

有什麼變化

Inference-time repair via latent directions

為什麼重要

Enables secure use of vulnerable deployed models without retraining. Low compute cost suits real-time applications.

下一步行動

Evaluate benchmark claims against your own use cases before adoption.

誰應關注:Researchers & Academics

關鍵要點

  • Inference-time repair via latent directions
  • No training data or model changes needed
  • Superior on various attacks and architectures
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原始來源: ArXiv AI

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