The primary function of a firewall in computer networks is to monitor and control incoming and outgoing network traffic based on predetermined security rules. Acting as a barrier between a trusted internal network and untrusted external sources, firewalls help safeguard sensitive data from cyber threats such as hackers and malware. They can be implemented as hardware or software solutions and are essential for protecting organizational infrastructures while ensuring secure communication over the internet.