DIN-Normenausschuss Informationstechnik und Anwendungen (NIA),
Information Technology and selected IT Applications Standards Committee,
DIN Deutsches Institut für Normung e. V.,
DIN German Institute for Standardization
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Media type:
Standard
Title:
DIN/TS 92004
:
Artificial intelligence - Quality requirements and processes - Risk identification and analysis for AI systems along the entire life cycle; Text in English
Other titles:
Künstliche Intelligenz - Qualitätsanforderungen und -prozesse - Risikoidentifikation und -analyse für KI-Systeme im gesamten Lebenszyklus; Text Englisch
Intelligence artificielle - Exigences et processus de qualité - Schéma de risque pour les systèmes d'IA tout au long du cycle de vie; Texte en anglais
Description:
This document specifies an AI risk scheme covering the objectives <li> reliability, <li> avoidance of unwanted bias, and <li> autonomy and control along the entire lifecycle of artificial intelligence (AI) systems that include Machine Learning (ML) components. It aims to serve as a basis for the identification of the AI risks which are present in a specific AI system and their analysis from a product perspective. Thus it aims to inform the parts of the risk management processes within an organization responsible for the identification and analysis of risks providing specific technical guidance for the mentioned objectives. The scheme maps risk sources to each objective and gives guidance on risk identification and risk analysis. This document does not specify the risk mitigation. This document is intended to be applicable to all developers, providers, and operators of AI systems.