Download Publication
Who it's for:
- CISOs and Chief AI Officers
- Business leaders, decision makers, and shareholders
- AI engineers, analysts, and developers
- Policymakers and regulators
- Customers and the general public
AI Organizational Responsibilities - Core Security Responsibilities
Release Date: 05/05/2024
Working Group: AI Safety Initiative
This publication from the CSA AI Organizational Responsibilities Working Group provides a blueprint for enterprises to fulfill their core information security responsibilities pertaining to the development and deployment of Artificial Intelligence (AI) and Machine Learning (ML). Expert-recommended best practices and standards, including NIST AI RMF, NIST SSDF, NIST 800-53, and CSA CCM, are synthesized into 3 core security areas: data protection mechanisms, model security, and vulnerability management. Each responsibility is analyzed using quantifiable evaluation criteria, the RACI model for role definitions, high-level implementation strategies, continuous monitoring and reporting mechanisms, access control mapping, and adherence to foundational guardrails.
Key Takeaways:
- The components of the AI Shared Responsibility Model
- How to ensure the security and privacy of AI training data
- The significance of AI model security, including access controls, secure runtime environments, vulnerability and patch management, and MLOps pipeline security
- The significance of AI vulnerability management, including AI/ML asset inventory, continuous vulnerability scanning, risk-based prioritization, and remediation tracking
The other two publications in this series discuss the AI regulatory environment and a benchmarking model for AI resilience. By outlining recommendations across these key areas of security and compliance in 3 targeted publications, this series guides enterprises to fulfill their obligations for responsible and secure AI development and deployment.
Download this Resource
Share
Related resources
Related Resources
Are you a research volunteer? Request to have your profile displayed on the website here.
Interested in helping develop research with CSA?
Related Certificates & Training
.png){kind=logo}
Learn the core concepts, best practices and recommendation for securing an organization on the cloud regardless of the provider or platform. Covering all 14 domains from the CSA Security Guidance v4, recommendations from ENISA, and the Cloud Controls Matrix, you will come away understanding how to leverage information from CSA's vendor-neutral research to keep data secure on the cloud.
Learn more