ISO/IEC TS 12791

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

General information

Current stage: 60.00 Standard under publication Feb 5, 2024

Originator: ISO/IEC

Owner: ISO/IEC JTC 1/SC 42 Artificial intelligence

Type: Technical Specification

ICS: 35.020 Information technology (IT) in general

Scope

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

Life cycle

NOW

IN_DEVELOPMENT
ISO/IEC TS 12791
60.00 Standard under publication
Feb 5, 2024