Priyal Deep
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2026
Evaluation of Prompt Injection Defenses in Large Language Models
The paper evaluates prompt injection defenses and finds that only external output filtering, implemented in application code, reliably prevents secret leaks from LLMs, demonstrating that model-based defenses are insufficient.
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cs.CRcs.AIRecentApr 26, 2026
Evaluation of Prompt Injection Defenses in Large Language Models
Priyal Deep, Shane Emmons, Amy Fox, Kyle Bacon +3 more
The paper evaluates prompt injection defenses and finds that only external output filtering, implemented in application code, reliably prevents secret leaks from LLMs, demonstrating that model-based d…
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