ISO/IEC 24029-1:2021 / 24029-2:2023 — Assessment of the robustness of neural networks
STANDARD
AI GOVERNANCE
Standards establishing formal and empirical methodologies to assess the robustness of deep neural networks against perturbations.
STANDARD
AI GOVERNANCE
ISO/IEC 42006 — Information technology — Artificial intelligence — Requirements for bodies providing audit and certification of artificial intelligence management systems
An international standard defining competence and quality requirements for organizations that audit and certify AI management systems.
BUSINESS RELEVANCE
It establishes the accreditation criteria for third-party registrars, ensuring that certifications of ISO/IEC 42001 AI management systems are credible, rigorous, and globally recognized.
IMPLEMENTATION EXAMPLE
An enterprise preparing for ISO/IEC 42001 certification reviews ISO/IEC 42006 to understand auditor competence expectations and audit process requirements ahead of external audits.
LIMITATIONS
The standard applies directly to audit and certification bodies rather than AI deployers; an accredited audit verifies management system conformity, not infallible model performance.
TECHNICAL EXPLANATION
ISO/IEC 42006 specifies requirements for conformity assessment bodies auditing and certifying AI management systems against ISO/IEC 42001. It defines auditor competence criteria across AI technologies, legal principles, and risk management, along with audit planning, execution, and reporting standards to ensure consistent certification credibility.
Secondary Topics
Cybersecurity, Systems Architecture
Sources
ISO — ISO/IEC 42006 — https://www.iso.org/standard/81231.html
Related terms
ISO/IEC 24027:2021 — Bias in AI systems and AI aided decision making
STANDARD
AI GOVERNANCE
An international standard detailing measurement methods and mitigation strategies for bias in AI decision-making.
ISO/IEC 42005 — Information technology — Artificial intelligence — AI system impact assessment
STANDARD
AI GOVERNANCE
An international standard providing methodologies for assessing the impacts of artificial intelligence systems on individuals and society.
ISO/IEC 8183:2023 — Information technology — Artificial intelligence — Data life cycle framework
STANDARD
AI GOVERNANCE
An international standard establishing a structured data life cycle framework specifically for artificial intelligence systems.
ISO/IEC 38507:2022 — Governance implications of the use of AI by organizations
STANDARD
AI GOVERNANCE
Strategic governance guidance helping governing bodies and executive leadership oversee organizational AI adoption and accountability.