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Robustness

ISO/IEC TR 24029-1

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: 11 May 2023

ISO/IEC TR 29119-11

Software and systems engineering – Software testing – Part 11: Guidelines on the testing of AI-based systems

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Horizontal AI-specific Accuracy and performance Data quality

Documentation Human-centred design Robustness System lifecycle System quality Measurement and test methods

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What is ISO/IEC TR 29119-11 about? ISO/IEC TR 29119-11 is an International Standard on software and systems engineering which is…

Published

Last Updated: 11 May 2023

ISO/IEC 23894

Information technology – Artificial intelligence – Risk management

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Horizontal AI-specific Accountability Bias and discrimination

Explainability and transparency Organisational governance Privacy Risk management Robustness Safety Security and resilience Sustainability Process, management and governance

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This document provides guidance on how organizations that develop, produce, deploy or use products, systems and services that utilize artificial…

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Last Updated: 11 May 2023

ISO/IEC DIS 24029-2

Artificial intelligence (AI) — Assessment of the robustness of neural networks — Part 2: Methodology for the use of formal methods

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Horizontal AI-specific Formal verification Robustness

Measurement and test methods

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Draft

Last Updated: 11 May 2023

ETSI GR SAI 004 V 1.1.1

Securing Artificial Intelligence (SAI) – Problem Statement

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Horizontal AI-specific Bias and discrimination Data collection

Data processing Data protection Explainability and transparency Privacy Robustness Security and resilience System lifecycle Foundational and terminology

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This work item describes the challenges of securing AI-based systems and solutions, including challenges relating to data, algorithms and models…

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Last Updated: 11 May 2023

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…

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Last Updated: 11 May 2023

ETSI GR SAI 001 V 1.1.1

Securing Artificial Intelligence (SAI) – AI Threat Ontology

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Horizontal AI-specific Risk management Robustness

Safety Security and resilience Foundational and terminology

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The purpose of this work item is to define what would be considered an AI threat and how it might…

Published

Last Updated: 11 May 2023

ETSI GR SAI 002 V 1.1.1

Securing Artificial Intelligence (SAI) – Data Supply Chain Security

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Horizontal AI-specific Data collection Data management

Data processing Data protection Data quality Data sharing Privacy Robustness Safety Security and resilience Process, management and governance

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Data is a critical component in the development of AI systems. This includes raw data as well as information and…

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Last Updated: 11 May 2023

DIN SPEC 92001-2

Artificial Intelligence – Life Cycle Processes and Quality Requirements – Part 2: Robustness

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Horizontal AI-specific Robustness System lifecycle

System quality 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 (PAS)-consortium set up…

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Last Updated: 11 May 2023

DIN SPEC 92001-1

Artificial Intelligence – Life Cycle Processes and Quality Requirements – Part 1: Quality Meta Model

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Horizontal AI-specific Accuracy and performance Explainability and transparency

Risk management Robustness Safety System lifecycle System quality Process, management and governance

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

Published

Last Updated: 11 May 2023

ISO/IEC 15026-2:2011 BS ISO/IEC 15026-2:2011

Systems and software engineering. Systems and software assurance. Assurance case

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Horizontal AI-enabling - Software Robustness Safety

Security and resilience System quality Product and performance requirements

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This part of ISO/IEC 15026 specifies minimum requirements for the structure and contents of an assurance case. An assurance case…

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Last Updated: 11 May 2023

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

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