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The Fragility of Trigger-Tag Mechanisms for Misuse Detection in Open-Weight LLMs

Aremu, Toluwani et al.
arXiv (All) · Papers
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computation-and-languagecomputers-and-societycryptography-and-securitymachine-learning
Open-weight language models can be downloaded, modified, and deployed beyond their developers' control, limiting the effectiveness of centrally enforced safeguards. Recent work has therefore proposed \emph{trigger-tag} mechanisms that produce a detectable signal when a model is used under a target c
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