The primary purpose of a firewall in cloud security is to protect cloud-based applications and data from unauthorized access and cyber threats. It acts as a barrier between trusted internal networks and untrusted external networks, monitoring and controlling incoming and outgoing traffic based on predetermined security rules. By filtering malicious traffic and blocking unauthorized access attempts, firewalls play a critical role in maintaining data confidentiality and security in cloud environments.