Bias and discrimination Archives

This recommended practice specifies governance criteria such as safety, transparency, accountability, responsibility and minimizing bias, and process steps for effective…

Pre-draft

Last Updated: 18 Jul 2024

AI RMF

NIST Artifical Intelligence Risk Management Framework

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Horizontal AI-specific Accountability Bias and discrimination

Explainability and transparency Human-computer interaction Organisational governance Privacy Risk management Robustness Safety Security and resilience Sustainability System lifecycle Process, management and governance

In collaboration with the private and public sectors, NIST has developed a framework to better manage risks to individuals, organizations,…

Published

Last Updated: 18 Jul 2024

ISO/IEC DIS 19795-10

Information technology — Biometric performance testing and reporting — Part 10: Quantifying biometric system performance variation across demographic groups

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Horizontal AI-specific Accuracy and performance Bias and discrimination

Computer vision - Facial recognition Measurement and test methods

Draft

Last Updated: 18 Jul 2024

ISO/IEC 5394:2024 ISO/IEC JTC 1/SC 42 N 649, ISO/IEC NP 5394

Information technology — Criteria for concept systems

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Horizontal AI-enabling Bias and discrimination Explainability and transparency

Organisational governance Risk management Safety Foundational and terminology Process, management and governance

This document specifies the requirements and provides guidance for establishing, implementing, maintaining and continually improving an artificial intelligence management system…

Published

Last Updated: 18 Jul 2024

ISO/IEC DTS 12791

Information technology — Artificial intelligence — Treatment of unwanted bias in classification and regression machine learning tasks

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Horizontal AI-specific Bias and discrimination Process, management and governance See more

This document provides mitigation techniques that can be applied throughout the AI system life cycle in order to treat unwanted…

Draft

Last Updated: 18 Jul 2024

ISO/IEC TR 24027:2021

Information technology – Artificial intelligence (AI) – Bias in AI systems and AI aided decision making

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Horizontal AI-specific Bias and discrimination Data collection

System lifecycle Measurement and test methods

What is ISO/IEC TR 24027 about?  ISO/IEC TR 24027 addresses bias in relation to AI systems, especially with regard to…

Published

Last Updated: 18 Jul 2024

ISO/IEC 23894:2023

Information technology – Artificial intelligence – Risk management

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Horizontal AI-specific Accountability Bias and discrimination

Explainability and transparency Organisational governance Privacy Risk management Robustness Safety Security and resilience Sustainability Process, management and governance

This document provides guidance on how organizations that develop, produce, deploy or use products, systems and services that utilize artificial…

Published

Last Updated: 18 Jul 2024

ISO/IEC TR 24028:2020

Information technology – Artificial intelligence – Overview of trustworthiness in artificial intelligence

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Horizontal AI-specific Accountability Accuracy and performance

Bias and discrimination Data quality Explainability and transparency Privacy Risk management Robustness Safety Security and resilience System quality Foundational and terminology Process, management and governance

What is ISO/IEC TR 24028 about? ISO/IEC TR 24028 is an international standard on artificial Intelligence (AI) which includes task…

Published

Last Updated: 18 Jul 2024

Content Type

CTA Artificial Intelligence in Health Care-Practices for Identifying and Managing Bias

The Use of Artificial Intelligence in Health Care: Trustworthiness

Securing Artificial Intelligence (SAI) – Problem Statement

Robots and robotic devices. Guide to the ethical design and application of robots and robotic systems

Recommended Practice for Organizational Governance of Artificial Intelligence

NIST Artifical Intelligence Risk Management Framework

Information technology — Biometric performance testing and reporting — Part 10: Quantifying biometric system performance variation across demographic groups

Information technology — Criteria for concept systems

Information technology — Artificial intelligence — Treatment of unwanted bias in classification and regression machine learning tasks

Information technology – Artificial intelligence (AI) – Bias in AI systems and AI aided decision making

Information technology – Artificial intelligence – Risk management

Information technology – Artificial intelligence – Overview of trustworthiness in artificial intelligence

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