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1 year ago in Multimodal AI Systems By Neethi

Which AI frameworks are optimal for real-time threat detection in SCADA and industrial control systems?

Which AI or machine learning frameworks are most effective for implementing real-time security monitoring in SCADA/ICS networks?

ICS/SCADASecurity

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By Adi Answered 8 months ago

For real-time ICS/SCADA security, lightweight frameworks enabling edge processing are key. TensorFlow Lite and PyTorch Mobile allow deploying trained models directly on PLCs or gateways. Apache Spark Streaming can handle high-velocity data from sensors. Specialized industrial frameworks like Siemens Industrial Edge or open-source projects like Apache Spot (incubating) are also designed for network anomaly detection in operational technology environments.

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