The primary use of a firewall in computer networks is to monitor and control incoming and outgoing network traffic based on predefined security rules. Firewalls act as a barrier between a trusted internal network and untrusted external networks, such as the internet, helping to prevent unauthorized access and potential threats. They can be hardware-based or software-based, and often include functions like packet filtering, stateful inspection, and proxy services to enforce security protocols and protect sensitive information.