Dimensions overall score 9.0

GitHub Code Pulse

No public code linked for this paper yet.

• CyberThreat-Eval is a new benchmark for evaluating LLMs in real-world Cyber Threat Intelligence (CTI) workflows.method 95%
• CyberThreat-Eval assesses LLMs across three stages of the CTI workflow: triage, deep search, and threat intelligence drafting.method 95%
• CyberThreat-Eval uses analyst-centric metrics, including factual accuracy, content quality, and operational costs, to evaluate LLMs.method 95%
• Current LLMs often lack the nuanced expertise required to handle complex details in CTI tasks.limitation 85%
• LLMs struggle to distinguish between correct and incorrect information in CTI tasks.limitation 85%
• The CTI workflow incorporates external ground-truth databases and human expert knowledge to address the limitations of LLMs.method 90%
• The cybersecurity market is rapidly growing, creating a product opportunity for solutions like CyberThreat-Eval that enhance threat analysis speed and accuracy.market 80%

Competitive landscape

Competitor map is still being generated for this paper. Enable generation or check back soon.

Startup potential card