Exploring the Large Language Models Open-Source Security Landscape

Dive into the security landscape of Large Language Models (LLMs) in this 34-minute conference talk by Yotam Perkal from Rezillion. Explore the revolutionary impact of LLMs on digital content creation and consumption, while examining the rapidly growing open-source ecosystem surrounding them. Analyze the security risks associated with LLMs and learn why a security-first approach is crucial for early adopters. Discover various types of risks, see real-world examples of their manifestation, and gain insights into effective mitigation strategies. Examine the results of an OpenSSF Scorecard analysis comparing the security posture of popular LLM-based GitHub projects to other widely-used open-source initiatives, including those from the OpenSSF Critical Projects list. Uncover significant concerns regarding the maturity and security of open-source LLM projects, and understand the importance of considering security factors when selecting or integrating software solutions in the LLM landscape.