Access control is vital in minimizing the risk associated with API keys. Implementing the principle of least privilege, where API keys have the minimum required permissions to perform their tasks, can significantly reduce potential damage. Additionally, regularly review and rotate API keys to mitigate the risks of long-term exposure.