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CTIBench: Evaluating LLMs in Cyber Threat Intelligence with Nidhi Rastogi - #729

The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)

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Harnessing LLMs in Cyber Threat Intelligence

This chapter explores the integration of Large Language Models (LLMs) in Cyber Threat Intelligence (CTI), focusing on their ability to analyze and correlate vast amounts of data efficiently. It discusses the challenges of outdated models and hallucinated responses, as well as the development of CTI Bench for benchmarking LLM performance in CTI tasks. Through various evaluations, the chapter highlights the effectiveness of these models in processing log files and detecting malicious activities.

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