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Who it's for:
- AI/ML Engineers and Developers
- Data Scientists
- Risk Management Professionals
- Compliance Officers and Auditors
- Business Leaders, Executives, and Project Managers
- Communications and Public Relations Professionals
AI Model Risk Management Framework
Release Date: 07/23/2024
Working Group: AI Safety Initiative
- Benefits of a comprehensive AI risk management framework, including the more responsible use of AI, enhanced transparency, informed decision-making processes, and robust model validation
- Elements, benefits, and limitations of the four core components: AI model cards, data sheets, risk cards, and scenario planning
- How to combine the core components into a comprehensive AI risk management framework
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Acknowledgements
Josh Buker
Research Analyst, CSA
Chris Kirschke
Cloud Portfolio Information Security Officer at Albertsons Companies
Security Leader with over 20+ years of experience across Financial Services, Streaming, Retail and IT Services with a heavy focus on Cloud, DevSecOps and Threat Modeling. Advises multiple security startups on Product Strategy, Alliances and Integrations. Sits on multiple Customer Advisory Boards helping to drive security product roadmaps, integrations and feature developments. Avid hockey player, backpacker and wine collector in his spare t...
Jeffrey Ritter
Michael Roza
Risk, Audit, Control and Compliance Professional at EVC
Michael Roza is a seasoned risk, audit, control and compliance, and cybersecurity professional with over 20 years of experience across multinational enterprises and startups. As a Cloud Security Alliance (CSA) Research member for over 10 years, he has led and contributed to more than 140 CSA projects spanning Zero Trust, AI, IoT, Top Threats, DecSecOps, Cloud Key Management, Cloud Control Matrix, and many others.
He has co-chaired...
Eric Tierling
Mark Yanalitis
Candy Alexander
Executive Cybersecurity Advisory, Alexander Cyber Advisory Services
Candy Alexander is an internationally recognized cybersecurity leader with over 35 years of experience driving strategic security initiatives for global organizations. As a strategic cybersecurity executive consultant, she not only specializes in helping organizations elevate their cyber risk management and security programs, but also instills confidence in her clients with her ability to align cybersecurity programs to achieve business obj...
MJ Schwenger
vCIO/CISO, RCP
Maria (MJ) Schwenger is a seasoned Information Security Executive. She leverages her deep expertise across cybersecurity, privacy & compliance, AI/Generative AI, cloud modernization, and software development to spearhead transformative digital journeys. Renowned for her leadership in integrating emerging technologies like AI/GenAI, DevSecOps/SRE, Blockchain, IoT/Edge, and cloud-native optimization, she seamlessly unlocks innovative business...
Renata Budko
Hadir Labib
Blue Team Manager
Vani Mittal
Nick Ray
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