ISO/IEC 42005:2025 — AI System Impact Assessment
STANDARD
AI GOVERNANCE
An international standard outlining methodology for conducting comprehensive impact assessments on AI deployments.
STANDARD
AI GOVERNANCE
ISO/IEC 24028:2020 — Overview of trustworthiness in artificial intelligence
A technical report outlining factors, threats, and architectural considerations influencing trustworthiness in artificial intelligence systems.
BUSINESS RELEVANCE
Understanding trustworthiness vulnerabilities helps enterprises anticipate safety incidents, defend against adversarial threats, and build stakeholder trust in automated decisions.
IMPLEMENTATION EXAMPLE
A financial institution conducts a threat assessment on a fraud detection system against ISO/IEC 24028 trustworthiness characteristics, identifying vulnerabilities to evasion attacks and dataset shift.
LIMITATIONS
The standard provides an informational overview of trustworthiness factors and vulnerabilities, but does not specify certifiable requirements or testing methodologies.
TECHNICAL EXPLANATION
The document explores key trustworthiness characteristics, including reliability, availability, resilience, robustness, safety, explainability, transparency, privacy, and fairness. It categorizes vulnerabilities and threats such as data poisoning, adversarial manipulation, model evasion, and bias, offering architectural mitigation approaches.
Secondary Topics
Cybersecurity, Systems Architecture
Sources
ISO — ISO/IEC 24028:2020 — https://www.iso.org/standard/77608.html
Related terms
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.
ISO/IEC 23894:2023 — AI Risk Management
STANDARD
AI GOVERNANCE
International guidance on applying risk management principles specifically to artificial intelligence system lifecycles.
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 31000:2018 — Risk Management Guidelines
STANDARD
AI GOVERNANCE
An international standard offering principles, a structured framework, and processes for enterprise risk management.