ICSML: Industrial Control Systems Machine Learning Inference Framework natively executing on IEC 61131-3 compliant devices. (arXiv:2202.10075v2 [cs.LG] UPDATED)

Industrial Control Systems (ICS) have played a catalytic role in enabling the
4th Industrial Revolution. ICS devices like Programmable Logic Controllers
(PLCs), automate, monitor, and control critical processes in industrial,
energy, and commercial environments. The convergence of traditional Operational
Technology (OT) with Information Technology (IT) has opened a new and unique
threat landscape. This has inspired defense research that focuses heavily on
Machine Learning (ML) based anomaly detection methods that run on external IT
hardware, which means an increase in …

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