Robustness Archives - AI Standards Hub

This Recommendation defines the roles, technical and security requirements of a shared machine learning system, and provides technical architectures, functional…

Published

Last Updated: 18 Jul 2024

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

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

Published

Last Updated: 18 Jul 2024

IEEE 2802-2022

Standard for the Performance and Safety Evaluation of Artificial Intelligence Based Medical Device: Terminology

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Healthcare and medicine - Medical devices AI-specific Accuracy and performance Risk management

Robustness Safety Security and resilience System quality Foundational and terminology

The standard establishes terminology used in artificial intelligence medical device, including definitions of fundamental concepts and methodology that describe the…

Published

Last Updated: 18 Jul 2024

IEEE 3129-2023

Standard for Robustness Testing and Evaluation of Artificial Intelligence (AI)-based Image Recognition Service

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Horizontal AI-specific Robustness Security and resilience

Computer vision - Image recognition Measurement and test methods Product and performance requirements

This standard provides test specifications with a set of indicators for interference and adversarial attacks, which can be used to…

Published

Last Updated: 18 Jul 2024

IEEE 7009-2024

Standard for Fail-Safe Design of Autonomous and Semi-Autonomous Systems

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Horizontal AI-specific Accountability Explainability and transparency

Risk management Robustness Safety Security and resilience System quality Robotics and autonomous systems Measurement and test methods Product and performance requirements

This standard establishes a practical, technical baseline of specific methodologies and tools for the development, implementation, and use of effective…

Published

Last Updated: 18 Jul 2024

ISO/IEC TR 29119-11:2020

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

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: 18 Jul 2024

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

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

Published

Last Updated: 18 Jul 2024

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

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

Published

Last Updated: 18 Jul 2024

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

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

Published

Last Updated: 18 Jul 2024

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

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

P3157

Recommended Practice for Vulnerability Test for Machine Learning Models for Computer Vision Applications

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Horizontal AI-specific Robustness Safety

Security and resilience Computer vision Measurement and test methods

This recommended practice provides a framework for vulnerability tests for machine learning models in the computer vision domain. The document…

Pre-draft

Last Updated: 18 Jul 2024

Content Type

Trustworthiness – Vocabulary

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

Standard for the Performance and Safety Evaluation of Artificial Intelligence Based Medical Device: Terminology

Standard for Robustness Testing and Evaluation of Artificial Intelligence (AI)-based Image Recognition Service

Standard for Fail-Safe Design of Autonomous and Semi-Autonomous Systems

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

Securing Artificial Intelligence (SAI) – AI Threat Ontology

Securing Artificial Intelligence (SAI) – Problem Statement

Securing Artificial Intelligence (SAI) – Mitigation Strategy Report

Recommended Practice for Vulnerability Test for Machine Learning Models for Computer Vision Applications

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