Blindfold: Keeping the Audit Coin Secret from LLM Agents.

arXiv:2610.37055v1 Announce Type: cross Abstract: Audit-based certification bounds the violation rate of an LLM agent by auditing a random fraction $\varepsilon$ of actions and reweighting the audited labels; its validity is meant to rest only on the defender'