Frameworks and principles
Bias and discrimination
Regulation and official guidance
Responsible AI in recruitment guide
This ‘Responsible AI in Recruitment’ guidance focuses on assurance good practice for the procurement and deployment of AI systems for…
ANSI/CTA 2116
CTA Artificial Intelligence in Health Care-Practices for Identifying and Managing Bias
This voluntary standard identifies types of bias, sources of bias, and bias management practices for health care applications of Artificial…
Artificial Intelligence (AI) is quickly becoming a pervasive tool in the health care industry. This standard identifies the core requirements…
ETSI GR SAI 004 V 1.1.1
Securing Artificial Intelligence (SAI) – Problem Statement
This work item describes the challenges of securing AI-based systems and solutions, including challenges relating to data, algorithms and models…
BS 8611:2016
Robots and robotic devices. Guide to the ethical design and application of robots and robotic systems
What is BS 8611 – Ethical design of robotics systems about? BS 8611 gives guidance on the identification of potential…
This recommended practice specifies governance criteria such as safety, transparency, accountability, responsibility and minimizing bias, and process steps for effective…
In collaboration with the private and public sectors, NIST has developed a framework to better manage risks to individuals, organizations,…
ISO/IEC 5394:2024
ISO/IEC JTC 1/SC 42 N 649, ISO/IEC NP 5394
Information technology — Criteria for concept systems
This document specifies the requirements and provides guidance for establishing, implementing, maintaining and continually improving an artificial intelligence management system…
ISO/IEC 19795-10:2024
Information technology — Biometric performance testing and reporting — Part 10: Quantifying biometric system performance variation across demographic groups
ISO/IEC TS 12791:2024
Information technology — Artificial intelligence — Treatment of unwanted bias in classification and regression machine learning tasks
This document provides mitigation techniques that can be applied throughout the AI system life cycle in order to treat unwanted…
ISO/IEC TR 24027:2021
Information technology – Artificial intelligence (AI) – Bias in AI systems and AI aided decision making
What is ISO/IEC TR 24027 about? ISO/IEC TR 24027 addresses bias in relation to AI systems, especially with regard to…
