Know Thy Enemy: How Chain-of-Thought Fine-Tuning Defends LLMs Against Prompt Injection
SMRTR summary
InstruCoT teaches language models to analyze instructions for conflicts with their intended purpose, achieving 92.5-98% defense rates against prompt injection attacks by using reasoning rather than simple detection methods.
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