AI Audits: Uncovering Risks in ML Systems

Written by Jeffery Recker

Co-Founder and Chief Operating Officer of BABL AI.
Posted on 05/12/2023
In Podcast

BABL AI CEO, Shea Brown, PhD joined the MLSecups Podcast to talk about the “W’s” and security practices related to AI and algorithm audits. 

  1. What is included in an AI audit? 
  2. Who is requesting AI audits and, conversely, who isn’t requesting them but should be?
  3. When should organizations request a third party audit of their AI/ML systems and machine learning algorithms?
  4. Why should they do so? What are some organizational risks and potential public harms that could result from not auditing AI/ML systems?
  5. What are some next steps to take if the results of your audit are unsatisfactory or noncompliant? 

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