ISO/IEC FDIS 12791:2024
Information technology — Artificial intelligence — Treatment of unwanted bias in classification and regression machine learning tasks

Standard No.

ISO/IEC FDIS 12791:2024

Release Date

2023

Published By

International Organization for Standardization (ISO)

Lastest

ISO/IEC FDIS 12791:2024

Scope

This document describes how to address unwanted bias in AI systems that use machine learning to conduct classification and regression tasks. This document provides mitigation techniques that can be applied throughout the AI system life cycle in order to treat unwanted bias. This document is applicable to all types and sizes of organization.

ISO/IEC FDIS 12791:2024 Referenced Document

• ISO/IEC 22989:2022 Information technology — Artificial intelligence — Artificial intelligence concepts and terminology
• ISO/IEC/IEEE 29119-3:2021 Software and systems engineering — Software testing — Part 3: Test documentation

ISO/IEC FDIS 12791:2024 history

• 2023 ISO/IEC FDIS 12791:2024 Information technology — Artificial intelligence — Treatment of unwanted bias in classification and regression machine learning tasks