Bias and discrimination Archives

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

Pre-draft

Last Updated: 13 Jun 2023

P7003

Algorithmic Bias Considerations

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Horizontal AI-specific Bias and discrimination Data quality

Stakeholder engagement and communication Process, management and governance

This standard describes specific methodologies to help users certify how they worked to address and eliminate issues of negative bias…

Pre-draft

Last Updated: 11 May 2023

ISO/IEC WD 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: 11 May 2023

ISO/IEC TR 22116

Information technology – A study of the differential impact of demographic factors in biometric recognition system performance

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Horizontal AI-specific Accuracy and performance Bias and discrimination

Computer vision - Facial recognition Foundational and terminology Process, management and governance

Published

Last Updated: 11 May 2023

IEEE 7000

IEEE Standard Model Process for Addressing Ethical Concerns during System Design

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Horizontal AI-enabling - Project management AI-enabling - Risk management Accountability

Bias and discrimination Explainability and transparency Privacy Project management Risk management Stakeholder engagement and communication Sustainability Process, management and governance

A set of processes by which organizations can include consideration of ethical values throughout the stages of concept exploration and…

Published

Last Updated: 11 May 2023

BSI Flex 236 v1.0:2022-01

Enabling the development of inclusive standards. Understanding the role of data and data analysis. Guide

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Horizontal AI-enabling - Data Bias and discrimination Data collection

Data processing Process, management and governance

What is a BSI Flex? BSI Flex is a new model of standards development that uses an agile, iterative approach…

Published

Last Updated: 11 May 2023

BS 8611:2016

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

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Horizontal AI-enabling - Non-intelligent robotics and autonomous systems Bias and discrimination Privacy

Risk management Safety Process, management and governance

What is BS 8611 – Ethical design of robotics systems about? BS 8611 gives guidance on the identification of potential…

Published

Last Updated: 11 May 2023

Content Type

AI and digital tools in workplace management and evaluation: An assessment of the EU’s legal framework

Bias in algorithms – Artificial intelligence and discrimination

Ethical design and use of automated decision systems

Ethical considerations of Artificial Intelligence (AI) when applied in the Active Assisted Living (AAL) context

NIST Artifical Intelligence Risk Management Framework

Information technology — Criteria for concept systems

Algorithmic Bias Considerations

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

Information technology – A study of the differential impact of demographic factors in biometric recognition system performance

IEEE Standard Model Process for Addressing Ethical Concerns during System Design

Enabling the development of inclusive standards. Understanding the role of data and data analysis. Guide

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

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