Empirical attribution shows refusal blocks jailbreaks and prompt leakage, budget blocks sensitive disclosure and unbounded consumption, full stack needed for excessive agency, with refusal brittle to paraphrasing but budget robust.
Is the OWASP top 10 list comprehen- sive enough for writing secure code?, 2020
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Which Defense Closes Which Threat? Attributing OWASP-LLM-Top-10 Coverage and Its Brittleness Under Paraphrasing
Empirical attribution shows refusal blocks jailbreaks and prompt leakage, budget blocks sensitive disclosure and unbounded consumption, full stack needed for excessive agency, with refusal brittle to paraphrasing but budget robust.