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Collin Francel

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Jul 2026

ToxScreen: Detecting Whether an LLM Has Been Poisoned

No method reliably surfaces every backdoor, but a broadly jailbreakable model is itself anomalous, a useful signal even when the exact trigger is not recovered, allowing defenders to filter jailbreaks.

A. Hughes, N. Xing, Collin Francel et al. · 0 citations

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