Robustness Archives - Page 3 of 7 - AI Standards Hub

Robustness

Regulation and official guidance

Guidelines for secure AI system development

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

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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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Assurance and testing Formal verification Measurement Robustness System quality Trustworthy AI

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

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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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Explainability and transparency Robustness Security and resilience

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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

Research and analysis item

Understanding artificial intelligence ethics and safety: a guide for the responsible design and implementation of AI systems in the public sector

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Accountability Bias and discrimination Ethical considerations Explainability and transparency Good practice for development and use Robustness Safety

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A remarkable time of human promise has been ushered in by the convergence of the ever-expanding availability of big data,…

Last Updated: 12 Oct 2022

Research and analysis item

Understanding bias in facial recognition technologies

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Accountability Accuracy and performance Bias and discrimination Human rights Robustness

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Over the past couple of years, the growing debate around automated facial recognition has reached a boiling point. As developers…

Last Updated: 12 Oct 2022

Frameworks and principles

Ethics guidelines for trustworthy AI

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Topic:

Ethical considerations Human rights Robustness

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The aim of the Guidelines is to promote Trustworthy AI. Trustworthy AI has three components, which should be met throughout…

Last Updated: 12 Oct 2022

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