Top AI-Powered Tools Reshaping IoT & OT Security

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AI-Based Anomaly Detection Platforms

  • Tools like Darktrace and Nozomi Networks use ML to spot irregular device behavior in real time.

Zero Trust for Industrial Systems

  • Platforms like Xage Security enforce identity-based access control across OT and IoT.

Security Digital Twins

  • Vendors now offer virtual replicas of industrial environments to simulate threats and test responses safely.

Automated Threat Response Systems

  • AI engines like Cortex XSOAR or IBM QRadar SOAR integrate with OT/IoT to act instantly when a threat is detected.

Federated Learning for Edge Devices

  • Emerging solutions train models on local device data without moving it to the cloud — reducing risk and improving privacy.

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