Fine Tune your personal LLM assistant to Secure coding

Fine Tune your personal LLM assistant to Secure coding

Level of Instruction: Intermediate

Instructed by: Or Sahar, Yariv Tal

Abstract:

In today’s landscape, generative AI coding tools are powerful but often insecure, raising concerns for developers and organizations alike. This hands-on workshop will guide participants in building a secure coding assistant tailored to their specific security needs.

We’ll begin by exploring the security limitations of current AI coding tools and discussing why fine-tuning is critical for secure development. Participants will then create and fine-tune their own LLM-based assistants using provided examples and their own use cases. By the end of the session, each attendee will have a functioning, security-focused AI coding assistant and a clear understanding of how to improve it further.