πArXiv AIβ’Stalecollected in 23h
FIRE: Latent Space Backdoor Mitigation at Runtime
β‘ 30-Second TL;DR
What Changed
Inference-time repair via latent directions
Why It Matters
Enables secure use of vulnerable deployed models without retraining. Low compute cost suits real-time applications.
What To Do Next
Evaluate benchmark claims against your own use cases before adoption.
Who should care:Researchers & Academics
Key Points
- β’Inference-time repair via latent directions
- β’No training data or model changes needed
- β’Superior on various attacks and architectures
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Original source: ArXiv AI β
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