Alerts are typically generated through surveillance systems that collect and analyze data from various sources, including hospitals, clinics, laboratories, and even social media. These systems use algorithms and statistical methods to identify anomalies that may signify a public health threat. When a potential threat is detected, the system triggers an alert, which is then verified by public health officials.