Empowering Security Teams with Generative AI: Fundamentals and Applications of GPT Models

Explore the fundamentals and applications of GPT models in empowering security teams through this comprehensive conference talk. Gain a high-level overview of large language models (LLMs), with a focus on GPT models, from a security research perspective. Discover insights on few-shot learning, code generation, and retrieval augmentation, accompanied by basic examples and experiments. Learn how to leverage these powerful AI tools to enhance security research and spark innovative ideas for your own lab. Whether you're a novice or experienced with GPT models, acquire a fresh perspective on their potential to revolutionize security team operations and research methodologies.