This document addresses organizational and technical solutions aimed at ensuring the cybersecurity of high-risk AI systems over the life cycle, appropriate to the relevant circumstances and the risks. The technical solutions to address AI-specific vulnerabilities include, where appropriate, measures to prevent, detect, respond to, resolve and control for attacks trying to manipulate the training dataset (data poisoning), or pre-trained components used in training (model poisoning), inputs designed to cause the model to make a mistake (adversarial examples or model evasion), confidentiality attacks or model flaws. This document provides objective criteria to enable decisions on whether a given technical or organizational solution adequately achieves a given vulnerability-related goal.

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Frequently Asked Questions

WG 5 is a Technical Committee within the European Committee for Standardization (CEN). It is named "Joint standardization on Cybersecurity for AI systems" and is responsible for: This WG will explore ways and means to address cybersecurity standardization specific needs for AI systems to develop relevant standards This committee has published 441 standards.

WG 5 develops CEN standards in the area of Information technology. The scope of work includes: This WG will explore ways and means to address cybersecurity standardization specific needs for AI systems to develop relevant standards Currently, there are 441 published standards from this technical committee.

The European Committee for Standardization (CEN) is a public standards organization that brings together the national standardization bodies of 34 European countries. CEN provides a platform for developing European Standards (ENs) and other technical documents in relation to various products, materials, services, and processes, supporting the European Single Market.

A Technical Committee (TC) in CEN is a group of experts responsible for developing international standards in a specific technical area. TCs are composed of national member body delegates and work through consensus to create standards that meet global industry needs. Each TC may have subcommittees (SCs) and working groups (WGs) for specialized topics.