Robustness Archives - AI Standards Hub

Robustness

OEVE/OENORM EN 304223 V2.1.1

Securing Artificial Intelligence (SAI);Baseline Cyber Security Requirements for AI Models and Systems ( ETSI EN 304223 V2.1.1 (2025-12))

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Horizontal AI-specific Risk management Robustness

Security and resilience Process, management and governance Product and performance requirements

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Published

Last Updated: 27 Apr 2026

DIN SPEC 92006

Artificial Intelligence – Requirements for AI testing tools; Text in English

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Horizontal AI-specific Accuracy and performance Robustness

Measurement and test methods Product and performance requirements

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This DIN SPEC in accordance with the PAS procedure has been drawn up by a DIN-SPEC-consortium set up on a…

Published

Last Updated: 27 Apr 2026

TR 104 159

Securing Artificial Intelligence (SAI) – Understanding and Preventing Harm from Generative AI

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Horizontal AI-specifc Robustness Safety

Security and resilience Foundational and terminology

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This present document will provide an understanding of the harm from Generative AI along with presenting the different ways to…

Published

Last Updated: 27 Apr 2026

Strategies and roadmaps

The CAA’s strategy for Artificial Intelligence (AI)

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Topic:

Accountability Good practice for development and use Risk management Robustness Safety Security Standardisation for AI Trustworthy AI

Domain:

Transport and autonomous vehicles - Aerial vehicles

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Organisation: Civil Aviation Authority

Last Updated: 15 Jan 2025

ETSI GR SAI 005 V 1.1.1

Securing Artificial Intelligence (SAI) – Mitigation Strategy Report

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Horizontal AI-specific Data processing Robustness

Safety Security and resilience Process, management and governance

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This work item aims to summarize and analyze existing and potential mitigation against threats for AI-based systems. The goal is…

Published

Last Updated: 18 Jul 2024

CAN/CIOSC 101

Ethical design and use of automated decision systems

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Horizontal AI-specific Accountability Bias and discrimination

Data management Explainability and transparency Human rights Human-centred design Organisational governance Risk management Robustness Safety Security and resillience Sustainability Process, management and governance

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This standard specifies helps organizations protect human values and incorporate ethics in their design and use of automated decision systems.…

Published

Last Updated: 18 Jul 2024

ISO/IEC TR 24029-1:2021

Artificial Intelligence (AI) – Assessment of the robustness of neural networks – Part 1: Overview

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Horizontal AI-specific Robustness Measurement and test methods See more

This document provides background about existing methods to assess the robustness of neural networks. © ISO/IEC 2022 All rights reserved

Published

Last Updated: 18 Jul 2024

Official policy proposals and consultations

Cyber security of AI: call for views

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Topic:

Good practice for development and use Risk management Robustness Security and resilience

Domain:

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Artificial intelligence (AI) is transforming our daily lives. As the technology continues to evolve and be embedded, it is crucial…

Last Updated: 26 May 2024

Regulation and official guidance

Guidelines for secure AI system development

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Topic:

Good practice for development and use Risk management Robustness Security and resilience

Domain:

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This document recommends guidelines for providers1 of any systems that use AI, whether those systems have been created from scratch…

Last Updated: 26 May 2024

Research and analysis item

Strategic Research Agenda supporting the EMN Mathmet by addressing EURAMET’s key priorities and challenges in mathematics and statistics in metrology

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Topic:

Assurance and testing Formal verification Measurement Robustness System quality Trustworthy AI

Domain:

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This document constitutes the Strategic Research Agenda (SRA) for the European Metrology Network for Mathematics and Statistics in Metrology (EMN…

Last Updated: 12 May 2023

Research and analysis item

Towards auditable AI systems

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Topic:

Accuracy and performance Assurance and testing Bias and discrimination Explainability and transparency Robustness Safety Security and resilience Standardisation for AI

Domain:

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Last Updated: 12 Oct 2022

Research and analysis item

Robustness and explainability of artificial intelligence: from technical to policy solutions

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Topic:

Explainability and transparency Robustness Security and resilience

Domain:

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In the light of the recent advances in artificial intelligence (AI), the serious negative consequences of its use for EU…

Last Updated: 12 Oct 2022

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