On demand webinars

Demystifying AI Audits: A Practical Guide to Compliance

Description

Complex machine learning (ML) models are often referred to as “black boxes” and even the data scientists that trained the models may not be able to explain the underlying algorithmic decisions. While this lack of visibility is a reality, it doesn’t mean that the entire AI and ML lifecycle is unknowable and unauditable. In fact, AI and ML can and should be part of a comprehensive compliance program. In this presentation, we’ll explore where and how InfoSec, compliance, and audit professionals can assess AI models as well as the risk posed by AI through third parties. We will explain the differences between assessing DevOps and MLOps and show where process inventory, policy management, MLBoMs (machine learning bill of materials), and supply chain safety can be applied to provide visibility and audibility to an ML-aware audit program.

About the speakers

Diana Kelley is the Chief Information Security Officer (CISO) at Noma Security. She also serves on the boards of WiCyS, The Executive Women’s Forum (EWF), InfoSec World, CyberFuture Foundation, TechTarget Security Editorial, and DevNet AI/ML. Diana was CISO at Protect AI, Cybersecurity CTO for Microsoft, Global Executive Security Advisor at IBM Security, GM at Symantec, VP at Burton Group (now Gartner), a Manager at KPMG, CTO and co-founder of SecurityCurve, and Chief vCISO at SaltCybersecurity.

Her extensive volunteer work has included serving on the ACM Ethics & Plagiarism Committee, Cybersecurity Committee Advisor at CompTIA, CTO and Board Member at Sightline Security, Advisory Board Chair at WOPLLI Technologies, Advisory Council member Bartlett College of Science and Mathematics, Bridgewater State University, and RSAC US Program Committee.

She is a sought-after keynote speaker, the host of BrightTALK’s The (Security) Balancing Act, co-author of the books Practical Cybersecurity Architecture and Cryptographic Libraries for Developers, instructor for the LinkedIn Learning classes Security in AI and ML and Introduction to MLSecOps, has been a lecturer at Boston College's Masters program in cybersecurity, one of AuditBoard's Top 25 Resilient CISOs in 2024, a 2023 Global Cyber Security Hall of Fame Inductee, the EWF 2020 Executive of the Year and EWF Conference Chair 2021-Present, an SCMedia Power Player, and one of Cybersecurity Ventures 100 Fascinating Females Fighting Cybercrime.

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