[...] 3. When creating an early warning system for food fraud, it is crucial to consider the vulnerabilities of various stakeholders in the supply chain. By conducting a vulnerability assessment, we can identify the weakest links in the complex supply chain and gather relevant historical data about food fraud incidents. This information will help us to build a comprehensive early warning system that can effectively mitigate the risks associated with food fraud.