Nay Myat Min
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2026
Layerwise Convergence Fingerprints for Runtime Misbehavior Detection in Large Language Models
The paper introduces Layerwise Convergence Fingerprinting (LCF), a tuning-free runtime monitor that detects various LLM misbehaviors (backdoors, jailbreaks, prompt injections) by analyzing the trajectory of hidden states between layers.
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