AIBearisharXiv – CS AI · 14h ago7/10
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Uncovering Vulnerabilities of LLM-Assisted Cyber Threat Intelligence
Researchers present an empirical study revealing that Large Language Models struggle with cyber threat intelligence (CTI) tasks due to domain-specific vulnerabilities rather than generic AI failures. The study identifies three failure modes—spurious correlations, contradictory knowledge, and constrained generalization—and proposes targeted defenses to improve LLM reliability in security operations.