Cybersecurity agencies in 8 countries has released joint guidance outlining artificial intelligence and machine learning supply chain risks and mitigation strategies, warning that organizations adopting AI technology must carefully assess the security of third-party tools, models, and data.
The guidance was led by the Canadian Cyber Security Center and released in collaboration with the Australian Signals Directorate’s Australian Cyber Security Center and partner agencies in Japan, New Zealand, South Korea, Singapore, the United Kingdom and the United States.
Officials said the advisory is designed to help organizations better understand how supply chain vulnerabilities arise when implementing AI and machine learning systems. While AI tools can improve efficiency by supporting decision-making, automating processes, and enhancing customer service, security experts warn that poorly managed AI supply chains can pose serious risks.
Many AI systems rely on pre-trained models, external software libraries, or large datasets supplied by third parties. According to the guidance, if organizations do not properly vet vendors or verify the integrity of AI components, these dependencies can create opportunities for attackers to exploit vulnerabilities and compromise systems.
The document recommends that organizations developing or integrating AI systems carefully evaluate vendors, data sources, and software components during procurement and deployment. It also recommends establishing security requirements for suppliers and implementing monitoring practices to help detect tampering and malicious changes.
This joint advisory is primarily aimed at organizations that build, deploy, or maintain AI and machine learning systems. Security officials say it will also help procurement teams identify the right questions to ask vendors when procuring AI technology.
Participating agencies said that by coordinating across multiple countries, the guidance reflects a growing international effort to address emerging cybersecurity challenges related to advanced AI technologies.
Officials emphasized that supply chain security will play a critical role in ensuring the reliability and resilience of AI systems as adoption accelerates in industries and governments around the world.
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