Bishop Fox is proud to present at the BSides San Francisco. Principal Researcher Rob Ragan will speak to the fine-tuning of LLMs to utilize sensititive data and its relevant privacy and and security concerns.

For more details, visit the official BSides San Francisco website.

"LLM Privacy Paradox: Balancing Data Utility with Security"

Advancements in LLMs have prompted individuals and companies to fine-tune their own for specialized use cases. The million-dollar question is, when I fine-tune an LLM with my sensitive data (PII, PHI, FII, etc.), do I risk the tuned model leaking data or not?