Скачать или смотреть PEPR '25 - Using Privacy Infrastructure to Kickstart AI Governance: NIST AI Risk Management Case...

Using Privacy Infrastructure to Kickstart AI Governance: NIST AI Risk Management Case Studies

Katharina Koerner, Trace3; Nandita Rao Narla, DoorDash

The NIST AI Risk Management Framework has emerged as a popular choice among US based organizations aiming to build responsible AI governance programs. However, real-word adoption of this very comprehensive framework is both challenging and onerous—often falling on privacy engineers who are voluntold to lead AI governance efforts. This presentation will explore key lessons learned from implementing the NIST AI RMF for different industries, highlighting how existing privacy infrastructure, policies, and other governance frameworks can serve as a foundation for AI risk management and compliance. We will also uncover common pitfalls and present a lightweight approach to jumpstart this framework adoption.

View the full PEPR 25 program at https://www.usenix.org/conference/pep...