Empowering Security Teams with Generative AI - Roberto Rodriguez

Empowering Security Teams with Generative AI: Fundamentals and Applications of GPT models This talk was recorded at NDC Security in Oslo, Norway. #ndcsecurity #ndcconferences #security #ai #developer #softwaredeveloper Attend the next NDC conference near you: https://ndcconferences.com https://ndc-security.com/ Subscribe to our YouTube channel and learn every day: /@NDC Follow our Social Media! https://www.facebook.com/ndcconferences https://twitter.com/NDC_Conferences https://www.instagram.com/ndc_conferences/ In this talk, I will provide a high-level overview of the fundamentals of large language models (LLMs), with a focus on GPT models. My goal is to share insights from a security research perspective and inspire researchers to explore the potential of LLM models in their own labs. Specifically, I will cover topics such as few-shot learning, code generation and retrieval augmentation and provide basic examples and experiments to illustrate these concepts. Whether you're new to GPT models or have experience working with them, this talk aims to provide a fresh perspective on how they can be leveraged to empower security teams and spark new ideas for research.