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


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Contact UsThe SANS poster clearly outlines why Industrial Control System (ICS) and Operational Technology (OT) security must be treated differently from traditional IT security. While both domains fall under cybersecurity, their missions, priorities, risk profiles, and operational realities are fundamentally different.
The most important distinction is mission.
IT protects information systems.
ICS protects systems that control electricity grids, water treatment plants, manufacturing lines, pipelines, and other critical infrastructure.
The poster emphasizes that in ICS environments, cybersecurity failures can result in:
This shifts the security conversation from “data breach” to “physical consequence.”
The poster visually compares the CIA triad priorities for IT and ICS:
Confidentiality is still relevant in ICS, but it is not the primary objective. Safety and operational reliability come first.
The poster identifies several unique considerations for ICS security:
In contrast, IT environments:
These structural differences drive different defensive approaches.
One of the poster’s strongest messages is that traditional IT controls cannot be directly applied to ICS without adaptation.
Examples from the poster:
The poster repeatedly reinforces that ICS controls must prioritize operational continuity and safety over aggressive automation.
The poster contrasts incident impact potential:
This distinction reframes response strategy. In IT, containment may mean immediate isolation. In ICS, isolation may create unsafe process conditions.
The poster highlights adherence to the Purdue Model (Levels 0–5) for ICS network segmentation.
ICS networks prioritize:
The IT/OT boundary is critical. Direct internet access below Level 4 is discouraged. Remote access requires:
Segmentation is foundational in ICS architecture.
The poster discusses IT/OT convergence in two dimensions:
While IT and OT teams are increasingly working together, the poster stresses that ICS defenders must be trained in:
ICS security requires domain-specific knowledge beyond traditional IT security expertise.
A unique section highlights safety culture and training in industrial environments.
ICS environments commonly include:
Security actions must align with this safety-first mindset. False positives in ICS are not just inconvenient. They can cause unsafe conditions.
The poster closes with a strong message:


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