ClaimMirage: When Self-Claims in Domain Names Change LLM Threat Judgments
Self-claims in domain names can alter LLM threat judgments without explicit prompt-injection, reducing or increasing domain safety alerts.
A study on ClaimMirage shows that self-claims in domain names can significantly alter how LLMs judge domain safety and approval, without explicit prompt-injection, leading to increased or reduced alerts.
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