In a scenario where a Hadoop cluster is exposed to a public network, what security mechanism is crucial to safeguard the data?

In a scenario where a Hadoop cluster is exposed to a public network, implementing firewalls is crucial to control and monitor incoming and outgoing traffic. Firewalls act as a barrier between the public network and the Hadoop cluster, enhancing security by allowing only authorized communication.