Final answer:
New generation firewalls have the capability to detect anomalous activity using advanced algorithms and machine learning techniques.
Step-by-step explanation:
The feature that the new generation firewall has is the capability to detect anomalous activity. These firewalls use advanced algorithms and machine learning techniques to identify patterns of normal behavior on a network. When there is a deviation from these patterns, the firewall raises an alert indicating potential anomalous activity.
For example, if an employee suddenly starts accessing large amounts of data outside of their normal working hours, the firewall can flag this as anomalous behavior. Similarly, if a device starts sending out unusual network traffic, the firewall can detect this and take appropriate action.