Artificial Intelligence and Machine Learning
13 references
AI governance, risk management, safety, and engineering standards. Covers the ISO/IEC AI standards series, the EU AI Act, NIST AI Risk Management Framework, ethical guidelines, data quality for machine learning, and neural network robustness assessment.
| ID | Title | Label |
|---|---|---|
| Standard | ||
IEEE-7000 |
Model Process for Addressing Ethical Concerns during System Design | Standard |
ISO-22989 |
Information technology — Artificial intelligence — Concepts and terminology | Standard |
ISO-23053 |
Framework for Artificial Intelligence (AI) Systems Using Machine Learning (ML) | Standard |
ISO-23894 |
Information technology — Artificial intelligence — Guidance on risk management | Standard |
ISO-24029 |
Artificial intelligence — Assessment of the robustness of neural networks | Standard |
ISO-25059 |
Software engineering — Systems and software Quality Requirements and Evaluation (SQuaRE) — Quality model for AI-based systems | Standard |
ISO-38507 |
Information technology — Governance of IT — Governance implications of the use of artificial intelligence by organizations | Standard |
ISO-42001 |
Information technology — Artificial intelligence — Management system | Standard |
ISO-42005 |
Information technology — Artificial intelligence — AI system impact assessment | Standard |
ISO-5259 |
Artificial intelligence — Data quality for analytics and machine learning | Standard |
| Regulation | ||
EU-AI-Act |
Regulation laying down harmonised rules on artificial intelligence | Regulation |
| Publication | ||
NIST-AI-RMF |
NIST AI Risk Management Framework | Publication |
UNESCO-AI-Ethics |
Recommendation on the Ethics of Artificial Intelligence | Publication |