Bias and discrimination Archives

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

Last Updated: 7 Jan 2025

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,…

Last Updated: 7 Jan 2025

GB30452614

Information technology — Criteria for concept systems

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Horizontal AI-enabling - IT govenance 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…

Last Updated: 7 Jan 2025

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

Last Updated: 7 Jan 2025

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…

Last Updated: 7 Jan 2025

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…

Last Updated: 7 Jan 2025

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…

Last Updated: 7 Jan 2025

Content Type

Bias in algorithms – Artificial intelligence and discrimination

Generative AI framework for HMG B

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 — Criteria for concept systems

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

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

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

Information technology – Artificial intelligence – Risk management

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