White Paper A Framework for Responsible Limits on Facial Recognition

The World Economic Forum presents a framework for the responsible deployment of facial recognition, focusing on a 'flow management' use case in France. The framework consists of four steps: defining principles for action, designing best practices, assessing compliance via a questionnaire, and validating through third-party audits. It emphasizes mitigating algorithmic bias, ensuring privacy by design, and maintaining human oversight to protect civil liberties.

• The World Economic Forum has developed a four-step methodology to ensure facial recognition is 'responsible by design': defining principles for action, designing use-case tailored methodologies, assessing compliance through a questionnaire, and validating via a third-party audit framework.
• The framework establishes 11 'Principles for Action' to guide responsible use, including requirements for 'Privacy by design', 'Accountability', 'Consent', and the necessity of a 'manual review (human overseeing)' for decisions that could infringe on civil rights.
• To mitigate unfair bias and discrimination, the framework requires organizations to document end-user characteristics—including age, gender, race, and ethnicity—and evaluate system performance for these groups during both development and after deployment.
• The 'flow management' use case—defined as using the face as a means to access services like public transport, stadia, or airports—was selected for the pilot because it is expected to grow and carries inherent risks that require specific mitigation strategies.
• The framework mandates that an 'alternative option' to facial recognition must always be available and reasonable, ensuring that those who do not consent to biometric use are not disproportionately disadvantaged.

APA

World Economic Forum (2020). White Paper A Framework for Responsible Limits on Facial Recognition. http://www3.weforum.org/docs/WEF_Framework_for_action_Facial_recognition_2020.pdf

Chicago

World Economic Forum. White Paper A Framework for Responsible Limits on Facial Recognition. 2020. http://www3.weforum.org/docs/WEF_Framework_for_action_Facial_recognition_2020.pdf.

Wikipedia

{{cite report |author=World Economic Forum |title=White Paper A Framework for Responsible Limits on Facial Recognition |date=February 2020 |url=http://www3.weforum.org/docs/WEF_Framework_for_action_Facial_recognition_2020.pdf |access-date=23 October 2026 |via=Climate Insights Directory}}

BibTeX

@techreport{worldeconomicforum2020white, author = {{World Economic Forum}}, title = {{White Paper A Framework for Responsible Limits on Facial Recognition}}, institution = {World Economic Forum}, year = {2020}, month = feb, url = {http://www3.weforum.org/docs/WEF_Framework_for_action_Facial_recognition_2020.pdf}, urldate = {2026-10-23}, note = {Indexed by Climate Insights Directory} }