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The very first Linux server I deployed on a VPS was hacked almost immediately because of my ignorance. The bot gained entrance, and they supplanted a miner rig. Now, on a tiny VPS, it's pretty easy to tell if you're running a coin miner because all of the resources will be pegged. However, I got to thinking, on a corporate server, if they did manage to do this, it would almost be undetectable until someone started reviewing logs.
Corporate servers will usually have some degree of SIEM implemented, and at least automatic audit log monitoring.