Future Open Source LLM Kill Chains - Security Risks and Mitigation Strategies

Explore the potential security risks and vulnerabilities in the open-source AI ecosystem in this 32-minute conference talk by Vicente Herrera from ControlPlane. Delve into the parallels between critical software systems relying on seemingly insignificant open-source libraries and the future landscape of large language models (LLMs). Examine how sophisticated adversaries could exploit the open-source nature of LLMs and gaps in MLOps infrastructure. Learn about full kill chains based on these vulnerabilities and their potential impact on software security. Discover both new and existing security practices to prevent and mitigate these risks in the evolving world of open-source AI.

Future Open Source LLM Kill Chains - Vicente Herrera, ControlPlane