SEC595: Applied Data Science and AI/Machine Learning for Cybersecurity Professionals

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Contact UsCloud in ICS/OT can enable scalable data storage, remote monitoring, analytics, disaster recovery, & industrial process control capabilities.
I remember the early days of evaluating and piloting cloud in ICS/OT environments—back when I was leading incident response in the electric power sector and helping implement NERC-CIP programs with engineering staff. At the time, we cautiously piloted cloud services for data storage and monitoring. Fast forward to today, and cloud adoption is no longer a side project. It's a growing force in industrial cybersecurity, providing engineering and business case benefits.
But as cloud adoption in ICS/OT accelerates, so do the risks. And it’s important to know that cloud is not for every ICS sector.
Cloud computing in ICS/OT can enable scalable data storage, remote monitoring, analytics, disaster recovery, and even industrial process control capabilities. These benefits are particularly attractive in sectors with geographically distributed assets, like in renewable energy, or where human safety may be a factor. But the move to cloud in ICS is not plug-and-play.
Here's a more depth look at a few common ICS/OT cloud use cases:
There’s no one size fits all solution here. While these capabilities can improve efficiency and flexibility, ICS defenders must evaluate cloud integrations through the lens of safety, security, and reliability. And there’s another internal team that should contribute greatly to this conversation and related evaluations!
Cloud isn’t new to IT. IT teams have been managing secure cloud infrastructure for years—decades even—managing risks like identity access management, encryption, oversight, and full cloud evaluations before deployment. That’s the right approach.
ICS teams should tap into that experience, but not directly copy-paste IT cloud solutions into industrial environments. ICS systems are engineered for stability and safety—not constant change. Connectivity must be monitored and restricted, especially in human machine interface (HMI)-in the cloud deployment, to protect human safety and operational integrity.
That difference matters even more when considering connectivity to off-site systems and shared infrastructure. And let’s be clear—some critical infrastructure sectors have not and likely will not leverage cloud services, for good reason, including compliance.
According to the SANS 2024 ICS/OT Survey: The State of ICS/OT Cybersecurity, cloud adoption in ICS/OT is growing—but not without hesitation:
So, risk awareness is generally strong—as 79% of organizations conduct formal risk assessments before deploying ICS workloads to the cloud. Here are some case trends from 2023 to 2024:
In summary, more engineering teams are using cloud—but selectively and strategically, driven (rightfully so) by safety concerns.
With great power comes great risk. Cloud connectivity introduces:
These aren’t theoretical risks—they’re real-world and have been observed. Adversaries know how cloud architectures and how they’re often misconfigured. Cloud requires tailored mitigations, including segmentation, secure remote access, multi-factor authentication, and encryption. Caution should be given again when it comes to compliance and HMI in-the-cloud control capabilities.
Here’s what works when considering cloud for operational and safety requirements in ICS/OT. And know that cloud may not suit some critical infrastructure processes or sectors, and that’s ok!
Above all, prioritize safety and reliability over convenience. This conversation and final decision should be led by the engineering team. The reasons for IT adopting cloud may not be the same justification for ICS/OT adopting cloud.
Cloud can transform ICS/OT operations—offering visibility, resilience, storage, processing options and efficiency (for some sectors). But it also introduces risk. The key is safety and industrial grade risk management that should be driven by the engineering side of the organization.
To dive deeper into the intersection between cloud security and ICS, join us in person at the ICS Security Summit for our workshop Navigating OT Connectivity & Security in the Cloud Era. Led by Jeffrey Shearer and Gordon Moreau, this session is perfect for those new to ICS/OT and covers essential considerations for securely connecting OT environments to the cloud. Learn more and register for the Summit here.
More coming in Part 2! Stay tuned!
Dean Parsons, CEO of ICS Defense Force, has established comprehensive ICS security programs and leading industrial-grade incident responses across sectors like telecommunications and energy. He wrote the pivotal SANS ICS Cybersecurity Field Manuals.
Read more about Dean Parsons