Version Latest
AI for Securing Industrial Control Systems (ICS/OT) | Professional Certification Latest (Cross-platform)
Requirements
Any Device
Size
1.47 GB

Harness AI for Threat Detection, Anomaly Monitoring, and Cyber Defense in Critical Infrastructure

Download all parts here

 

πŸ”₯ Why This Course?

*"AI-driven attacks on ICS/OT systems surged by 300% in 2023"* – Dragos Threat Report

This course bridges the gap between AI innovation and industrial cybersecurity, equipping you to:
βœ” Detect AI-augmented threats targeting PLCs, SCADA, and IIoT
βœ” Deploy AI-driven anomaly detection in OT environments
βœ” Mitigate risks like adversarial ML and prompt injection
βœ” Align defenses with IEC 62443 and NIST AI RMF

πŸ“Š Course Breakdown

πŸ” Section 1: AI Foundations for ICS/OT

Supervised vs. unsupervised learning in industrial contexts

Reinforcement learning for adaptive defense

AI vs. traditional signature-based detection

πŸ›‘οΈ Section 2: Threat Detection & Response

AI TechniqueOT ApplicationTool Example
Neural NetworksFalse command detectionDarktrace OT
Time-Series AnalysisSensor spoofing alertsNozomi Networks
Federated LearningCross-site threat intelSiemens MindSphere

🏭 Section 3: Real-World Implementations

Power Grids: AI-augmented DDoS mitigation

Water Treatment: Predictive maintenance for pumps

Oil & Gas: Autonomous threat hunting in pipelines

⚠️ Section 4: AI Risks & Mitigations

Adversarial ML (e.g., spoofing PLC inputs)

Hallucination risks in SOC dashboards

Human-in-the-loop (HITL) safeguards

🎯 Who Should Enroll?

ICS/OT Security Engineers

Cybersecurity Architects

Critical Infrastructure Operators

IT/OT Convergence Specialists

πŸ“ˆ Career Impact

$120K+ Median Salary for AI-OT security roles (ISCΒ² 2024)

NERC CIP & IEC 62443 Alignment for compliance-driven roles

Defend Against Stuxnet-Style AI Attacks

#AISecurity #ICS #OTSecurity #CyberDefense #CriticalInfrastructure

Technical Specifications

Format:MP4 (H.264, 1080p)
Duration:3h 4m
Size:1.47 GB
Audio:AAC, 44.1 KHz
Subtitles:English

πŸ”§ Prerequisites

Basic ICS/OT knowledge (SCADA, MODBUS)

Familiarity with cybersecurity principles

No AI coding experience required