Learning from Failures: A Failure-Driven Prompt Refinement for LLM-Based Vulnerability Analysis.

arXiv:2610.08405v1 Announce Type: cross Abstract: Large Language Models have emerged as promising tools for software vulnerability analysis, but their effectiveness depends heavily on prompt design. Existing research primarily compares prompting strategies usi