International Organizations and AI-supported Humanitarian Aid

Navigating Through the Applicable (Data Protection) Legal Regimes

Authors

  • Maruša T. Veber Author

DOI:

https://doi.org/10.5507/

Keywords:

humanitarian assistance, artificial intelligence, international organizations, data protection, immunities, consent, GDPR, AI Act

Abstract

The increasing reliance of international humanitarian organisations on artificial intelligence (AI) to fulfil their mandates gives rise to a number of legal issues, including those pertaining to data protection and the role of individual consent. By focusing on the law and practice of the World Food Programme (WFP) this paper makes a twofold contribution. First, it argues that the enforcement of relevant national and regional data protection and AI legal regimes in relation to the work of international humanitarian organizations is generally precluded by the immunities to which they are entitled under international law. It is therefore the internal regimes of these organisations that provide the most relevant legal framework governing the use of AI and subsequent data gathering. Second, this paper demonstrates that, rather than focusing on the notion of consent, humanitarian organisations should prioritise the incorporation of robust safeguards for data protection and the responsible use of AI into their respective internal regimes.

References

BAKER, Fran, ETYEMEZIAN, Hovig, MORENO JIMÉNEZ, Rebeca. AI for efficient, evidence-informed humanitarianism. UNHCR Innovation Service, 2024. [online]. Available at: . Accessed: 7.8.2024.

BEDUSCHI, Ana. Harnessing the potential of artificial intelligence for humanitarian action: Opportunities and risks. International Review of the Red Cross, 2022, vol. 104 issue 919, pp. 1149–1169.

BORDIN, Fernando Lusa. Is the EU Engaging in Impermissible Indirect Regulation of UN Action? Controversies over the General Data Protection Regulation. EJIL:Talk!, 2020. [online]. Available at: <https://www.ejiltalk.org/is-the-eu-engaging-in-impermissible-indirect-regulation-of-un-action-controversies-over-the-general-data-protection-regulation/>. Accessed: 7.8.2024.

BORDIN, Fernando Lusa. To what immunities are international organizations entitled under general international law? Thoughts on Jam v IFC and the ‘default rules’ of IO immunity. Questions of International Law, 2020, vol. 72, pp. 5–28.

BRKAN, Maja. The Essence of the Fundamental Rights to Privacy and Data Protection: Finding the Way Through the Maze of the CJEU’s Constitutional Reasoning. German Law Journal, 2019, Volume 20, Special Issue 6, pp. 864–883.

CENTRE FOR INFORMATION POLICY LEADERSHIP. Artificial Intelligence and Data Protection in Tension, First Report, 2018. [online]. Available at: <https://www.informationpolicycentre.com/ uploads/5/7/1/0/57104281/cipl_first_ai_report_-_ai_and_data_protection_in_tension__2_.pdf>. Accessed: 7.8.2024.

CHAN, Caleb Edward. International Organisation Immunity from Execution before the Dutch Court of Appeal: Some Observations on Supreme v. SHAPE. Jus Cogens: The International Law Podcast & Blog, 2022. [online]. Available at: <https://juscogens.law.blog/2022/09/02/ international-organisation-immunity-from-execution-before-the-dutch-court-of-appeal-some-observations-on-supreme-v-shape/>. Accessed 7.8.2024.

DIGGELMANN, Oliver, CLEIS, Maria Nicole. How the Right to Privacy Became a Human Right. Human Rights Law Review, 2014, Vol. 14, Issue 3, pp. 441–458.

ENEYEW AYALEW, Yohannes. The African Union’s Malabo Convention on Cyber Security and Personal Data Protection enters into force nearly after a decade. What does it mean for Data Privacy in Africa or beyond?. EJIL:Talk!, 2023. [online]. Available at: <https://www.ejiltalk. org/the-african-unions-malabo-convention-on-cyber-security-and-personal-data-protection-enters-into-force-nearly-after-a-decade-what-does-it-mean-for-data-privacy-in-africa-or-beyond/?utm_source=mailpoet&utm_medium=email&utm_campaign=ejil-talk-newsletter-post-title_2>. Accessed: 7.8.2024.

EUROPEAN DATA PROTECTION BOARD, Guidelines 3/2018 on the territorial scope of the GDPR. 2019. [online]. Available at: at: <https://www.edpb.europa.eu/sites/default/files/files/file1/edpb_ guidelines_3_2018_territorial_scope_after_public_consultation_en_1.pdf>. Accessed: 7. 8. 2024.

EUROPEAN DATA PROTECTION BOARD. Guidelines 05/2022 on the use of facial recognition technology in the area of law enforcement. 2022. [online]. Available at: <https://edpb.europa.eu/ system/files/2022-05/edpb-guidelines_202205_frtlawenforcement_en_1.pdf >. Accessed: 20.4.2023.

FORDE, Aidan. The Conceptual Relationship between Privacy and Data Protection. Cambridge Law Review, 2016, Issue 1, pp. 135–149.

FRA. Facial recognition technology: fundamental rights considerations in the context of law enforcement, 2020. Available at: <https://fra.europa.eu/sites/default/files/fra_uploads/fra-2019- facial-recognition-technology-focus-paper-1_en.pdf>. Accessed: 7.8.2024.

HEUNINCKX, Baudouin, The Law Of Collaborative Defence Procurment in the European Union. Cambridge: Cambridge University Press, 2017.

HILDEBRANDT, Mireille. Law for Computer Scientists and Other Folk. Oxford, Oxford University Press, 2020.

JERVIS, Claire EM. With WHOm can I share data? Applying the GDPR to transfers of data to International Organisations. EJIL:Talk!, 2020. [online]. Available at: <https://www.ejiltalk. org/with-whom-can-i-share-data-applying-the-gdpr-to-transfers-of-data-to-international-organisations/>. Accessed: 7.8.2024.

KAYHAN, Halid. Using Biometrics to Provide Humanitarian Aid… While the ‘data hunt’ to identify “security threats” is on the rise?! (PART I). [online]. Available at: <https://www.law.kuleuven.be/ citip/blog/using-biometrics-to-provide-humanitarian-aid-part-i/>. Accessed: 7.8.2024.

KITTICHAISAREE, Kriangsak, KUNER, Christopher. The Growing Importance of Data Protection in Public International Law. EJIL:Talk!, 2015. [online]. Available at: <https://www.ejiltalk.org/the-growing-importance-of-data-protection-in-public-international-law/>. Accessed: 7.8.2024).

KLABBERS, Jan. An Introduction to International Organizations Law. Cambridge, Cambridge University Press, 2015.

KUNER, Christoper, MARELLI, Massimo. Handbook on Data Protection in Humanitarian Action. Second edition. ICRC. [online]. Available at: <https://www.icrc.org/en/data-protection-humanitarian-action-handbook>. Accessed: 5.5.2024.

KUNER, Christopher. International Organizations and the EU General Data Protection Regulation: Exploring the Interaction between EU Law and International Law. International Organizations Law Review, 2019, vol. 16, no. 1, pp. 158–191.

KUNER, Christopher. The GDPR and International Organizations. AJIL Unbound, 2020, Vol. 114, pp. 15–19.

LATONERO, Mark. Stop Surveillance Humanitarianism. New York Times, 2019. [online]. Available at: <https://www.nytimes.com/2019/07/11/opinion/data-humanitarian-aid.html>. Accessed: 10.8.2024.

LINDBLOM, Anna-Karin. Non-Governmental Organisations in International Law. Cambridge, Cambridge University Press, 2009.

MACDONALD, Ayang. African nations must implement safeguards against humanitarian digital ID risks: researcher. Biometric update, 2022. [online]. Available at: <https://www.biometricupdate. com/202209/african-nations-must-implement-safeguards-against-humanitarian-digital-id-risks-researcher>. Accessed: 20.4.2024.

MADIANOU, Mirca. Technocolonialism: Digital Innovation and Data Practices in the Humanitarian Response to Refugee Crises. Social Media & Society, 2019, Vol.5, No. 3.

MARTIN, Aaron, SHARMA, Gargi, DE SOUZA, Siddarth Peter, TAYLOR, Linnet, VAN EERD, Boudewijn, MCDONALD, Sean Martin, MARELLI, Massimo, CHEESMAN, Margie, SCHEEL, Stephan, DIJSTELBLOEM, Huub. Digitisation and Sovereignty in Humanitarian Space: Technologies, Territories and Tensions. Geopolitics, 2023, Vo. 28, No. 3, pp. 1363–1397.

NARBEL, Vincent Graf, SUKAITIS, Justinas. Biometrics in humanitarian action: a delicate balance. Humanitarian Law & Policy, 2021. [online]. Available at: <https://blogs.icrc.org/law-and-policy/2021/09/02/biometrics-humanitarian-delicate-balance/>. Accessed: 20.4.2023.

Palantir Ranked No. 1 in Worldwide Artificial Intelligence Software Study in Market Share and Revenue. Businesswire, 2022. [online]. Available at: <https://www.businesswire.com/news/ home/20220920006178/en/Palantir-Ranked-No.-1-in-Worldwide-Artificial-Intelligence- Software-Study-in-Market-Share-and-Revenue>. Accessed: 20.8.2024.

PARKER, Ben. Audit exposes UN food agency‘s poor data-handling. The New Humanitarian, 2018. [online]. Available at: <https://www.thenewhumanitarian.org/news/2018/01/18/exclusive-audit-exposes-un-food-agency-s-poor-data-handling>. Accessed: 7.8.2024.

PARKER, Ben. New UN deal with data mining firm Palantir raises protection concerns. The New Humanitarian, 2019. [online]. Available at: <https://www.thenewhumanitarian.org/ news/2019/02/05/un-palantir-deal-data-mining-protection-concerns-wfp>. Accessed: 20.4.2024.

PIRVAN, Petruta. EU GDPR applicability to international organizations. iapp, 2021. [online]. Available at: <https://iapp.org/news/a/eu-gdpr-applicability-to-international-organizations/>. Accessed: 7.8. 2024.

Policy on the Processing of Biometric Data by the ICRC. 2019. [online]. Available at: . Accessed: 4.8.2024.

REINISCH, August. Accountability of International Organizations According to National Law. Netherlands Yearbook of International Law, 2005, Vol. 36, pp. 119–167.

REINISCH, August. International Organisations before National Courts. Cambridge, Cambridge University Press, 2000.

REINISCH, August. Transnational Judicial Conversations on the Personality, Privileges, and Immunities of International Organizations—An Introduction. In REINISCH, August (ed.). The Privileges and Immunities of International Organizations in Domestic Courts Oxford, Oxford University Press, 2013.

SANDS, Philippe, KLEIN, Pierre. Bowett’s Law of International Institutions. 6th edition. Sweet & Maxwell, 2009.

SCHERMERS, Henry, BLOKKER, Niels M. International Institutional Law: Unity within Diversity. 5th edition. Leiden, The Netherlands: Brill | Nijhoff, 2011.

SLIM, Hugo. Eye Scan Therefore I am: The Individualization of Humanitarian Aid. European University Institute, 2015. [online]. Available at: <https://iow.eui.eu/2015/03/15/eye-scan-therefore-i-am-the-individualization-of-humanitarian-aid/>. Accessed 7.8.2024.

T. VEBER, Maruša. AI-Supported Humanitarian Aid and the Right to Life: Highlighting Some of the Legal Challenges Faced by International Humanitarian Organizations. In: SANCIN, Vasilka (ed.). Artificial Intelligence and Human Rights: From the Right to Life to Myriad of Diverse Human Rights Implications. Ljubljana, Litteralis 2025 (forthcoming).

T. VEBER, Maruša. Artificial Intelligence and Humanitarian Assistance: Reassessing the Role of State Consent. Ljubljana Law Review, 2024, vol. 84, pp. 217–253.

T. VEBER, Maruša. Sanctions Adopted by International Organizations in the Defence of the General Interest. PhD Thesis, University of Ljubljana, 2022.

TIEDRICH, Lee, CAIRA, Celine, BENHAMOU, Yaniv. The AI data challenge: How do we protect privacy and other fundamental rights in an AI-driven world?. OECD AI Policy Observatory, 2023. [online]. Available at: <https://oecd.ai/en/wonk/the-ai-data-challenge-how-do-we-protect-privacy-and-other-fundamental-rights-in-an-ai-driven-world>. Accessed: 7.8.2024.

UN Compendium of Recommended Practices for the Responsible Use and Sharing of Biometrics in Counterterrorism. [online]. Available at: <https://www.un.org/securitycouncil/ctc/sites/www. un.org.securitycouncil.ctc/files/files/documents/2021/Jan/compendium_on_biometricsl_eng. pdf>. Accessed: 4.8.2024.

UN food chief warns aid suspension in Yemen likely to start this week. Reuters, 2019. Available at: <https://www.reuters.com/article/us-yemen-security-un/u-n-food-chief-warns-aid-suspension-in-yemen-likely-to-start-this-week-idUSKCN1TI1X7>. Accessed: 20.8.2024.

UN SYSTEM CHIEF EXECUTIVES BOARD FOR COORDINATION. Principles for the Ethical Use of Artificial Intelligence in the United Nations System. 2022. [online]. Available at: .

UNESCO Recommendation on the Ethics of Artificial Intelligence. [online]. Available at . Accessed: 1.1.2024.

UNHCR. Policy on the Protection of Personal Data of Persons of Concern to UNHCR. 2015. [online]. Available at: < https://www.refworld.org/policy/strategy/unhcr/2015/en/120873>. Accessed: 7.8.2024.

UNITED NATIONS DEVELOPMENT PROGRAMME. Compendium of Data Protection and Privacy Policies and Other Related Guidance Within the United Nations Organization and Other Selected Bodies of the International Community. 2021. [online]. Available at: . Accessed: 7.8.2024.

UNITED NATIONS. Joint Statement on Data Protection and Privacy in the COVID-19 Response. 2020. [online]. Available at: <https://www.un.org/en/coronavirus/joint-statement-data-protection-and-privacy-covid-19-response>.

WATT, Eliza. State Sponsored Cyber Surveillance, The Right to Privacy of Communications and International Law. Edward Elgar Publishing, 2021.

WFP Global Data Strategy 2024–2026. [online]. Available at: <https://reliefweb.int/report/world/ wfp-global-data-strategy-2024-2026>. Accessed: 7.8.2024.

WFP Guide to Personal Data Protection and Privacy. WFP, 2016. [online]. Available at: . Accessed: 7.8.2024.

WFP Introduces Iris Scan Technology To Provide Food Assistance To Syrian Refugees In Zaatari. WFP, 2016. [online]. Available at: < https://reliefweb.int/report/jordan/wfp-introduces-iris-scan-technology-provide-food-assistance-syrian-refugees-zaatari>. Accessed: 20.8.2024.

WFP strategic plan (2022–2023). WFP/EB.2/2021/4-A/1/Rev.2, 12 November 2021.

WOOD, Michael. Do International Organizations Enjoy Immunity under Customary International Law?. International Organizations Law Review, Vol. 10, Issue 2, pp. 287–318.

ZALNIERIUTE, Monika. An international constitutional moment for data privacy in the times of mass-surveillance. International Journal of Law and Information Technology, 2015, Vol. 23, Issue 2, pp. 99–133.

ZOMIGNANI BARBOZA, Julia, JASMONTAITĖ-ZANIEWICZ, Lina, DIVER, Laurence. Aid and AI: The Challenge of Reconciling Humanitarian Principles and Data Protection. 14th IFIP International Summer School on Privacy and Identity Management (Privacy and Identity). 2019, Windisch, Switzerland.

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Published

2025-03-27

How to Cite

International Organizations and AI-supported Humanitarian Aid: Navigating Through the Applicable (Data Protection) Legal Regimes. (2025). International and Comparative Law Review, 24(2), 54-83. https://doi.org/10.5507/