ISO/IEC DTS 12791.2

Information technology — Artificial intelligence — Treatment of unwanted bias in classification and regression machine learning tasks ISO/IEC DTS 12791.2

General information

Current stage: 50.20 Proof sent to secretariat or FDIS ballot initiated: 8 weeks Jun 19, 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 DTS 12791.2
50.20 Proof sent to secretariat or FDIS ballot initiated: 8 weeks
Jun 19, 2024