Artificial Intelligence, Cyber Security, And Emerging Technologies
Training course on Cyber-Physical Systems Security
Master Training course Cyber-Physical with expert training. 10 Days course with certification. Comprehensive training program. Online & in-person. Enroll now!
Artificial Intelligence, Cyber Security, And Emerging Technologies10 DaysCertificate Included
Duration
10 Days
Mode
Online & Physical
Certificate
Included
Language
English
Course Overview
This intensive course explores the intersection of cybersecurity and physical systems—where digital infrastructure meets real-world machinery. Participants will gain in-depth knowledge of how to secure Cyber-Physical Systems (CPS), such as industrial control systems (ICS), SCADA networks, smart grids, intelligent transportation systems, and healthcare devices. The program focuses on understanding CPS architecture, identifying vulnerabilities across hardware, software, and communication layers, and designing robust security mechanisms that protect against cyber threats with physical consequences. Through lectures, simulations, and lab exercises, participants will learn to detect, mitigate, and respond to attacks that threaten safety, reliability, and resilience in critical environments.
Secure enrollment • Professional certificate included
Learning Objectives
By the end of this training, participants will be able to:
Understand the architecture, components, and operation of various Cyber-Physical Systems (CPS).
Identify vulnerabilities and attack surfaces unique to CPS environments.
Apply cybersecurity frameworks and standards for CPS protection (e.g., IEC 62443, NIST 800-82).
Implement network segmentation, anomaly detection, and incident response strategies for CPS.
Assess and mitigate risks associated with supply chain, firmware, and industrial protocol attacks.
Integrate AI, blockchain, and zero-trust concepts into CPS security architectures.
Develop resilience and recovery strategies for safety-critical and mission-critical systems.
Course Content
Module 1: Introduction to Cyber-Physical Systems and Security Fundamentals Overview: This foundational module provides an overview of CPS, their architecture, and the importance of cybersecurity in protecting critical operations. Key Topics: Definition and characteristics of Cyber-Physical Systems]Components and communication layers in CPS CPS vs. traditional IT systems: security distinction Threat landscape for industrial and embedded systems Overview of real-world CPS incidents and lessons learned Practical Focus: Participants map the architecture of a sample CPS network and identify potential security weak points. Module 2: Architecture, Components, and Communication Protocols of CPS Overview: Explores how hardware, software, and network elements integrate to form CPS environments and the implications for security. Key Topics: Layers of CPS: physical, control, network, and application Sensors, actuators, PLCs, RTUs, and embedded controllers Common industrial communication protocols (Modbus, DNP3, OPC UA, Profinet, BACnet) Security limitations of legacy systems and protocols Network segmentation and data flow mapping in CPS Practical Focus: Learners simulate communication between CPS devices and analyze network traffic for vulnerabilities. Module 3: Threat Landscape and Attack Vectors in CPS Overview: Examines the evolving threats and attack methods that target CPS environments, with case studies on notable attacks. Key Topics: Taxonomy of CPS attacks: physical, cyber, and cyber-physical Advanced Persistent Threats (APT) targeting industrial control systems Supply chain, firmware, and insider threats Case studies: Stuxnet, Triton/Trisis, BlackEnergy, Industroyer Risk modeling and attack surface analysis Practical Focus: Participants conduct a structured threat modeling exercise for a simulated critical infrastructure network. Module 4: Risk Assessment and Security Frameworks for CPS Overview: Focuses on applying recognized standards and methodologies to assess and manage CPS cybersecurity risks. Key Topics: Security assessment frameworks: NIST SP 800-82, ISA/IEC 62443, ISO/IEC 27019 Safety and reliability in CPS environments Risk identification, prioritization, and mitigation planning Security maturity modeling and compliance assessment Integration of cybersecurity and safety engineering processes Practical Focus: Trainees perform a CPS risk assessment exercise and develop a compliance roadmap aligned with IEC 62443. Module 5: Network Security and Monitoring in CPS Environments Overview: Teaches network defense techniques tailored for CPS communication networks and protocols. Key Topics: Network segmentation and zone/conduit models Intrusion Detection Systems (IDS) and Intrusion Prevention Systems (IPS) for ICS Deep packet inspection for industrial protocols AI and ML-based anomaly detection systems Real-time monitoring and security information event management (SIEM) integration Practical Focus: Participants configure an ICS/OT monitoring tool and analyze network traffic to detect abnormal patterns. Module 6: Secure Design and Hardening of CPS Infrastructure Overview: Covers security best practices and architectural strategies to strengthen CPS resilience against attacks. Key Topics: Defense-in-depth principles for industrial environments Secure configuration and patch management for control systems Authentication, authorization, and access control for CPS devices Encryption and integrity protection for industrial data Physical security and environmental protection measures Practical Focus: Learners develop a defense-in-depth plan for a hypothetical power grid control system. Module 7: AI, Blockchain, and Zero Trust in CPS Security Overview: Examines advanced technologies and how they can reinforce the security and reliability of CPS. Key Topics: Role of artificial intelligence in predictive security and anomaly detection Blockchain for data integrity, device authentication, and auditability Zero Trust Architecture for industrial networks Secure device identity management and access control automation Emerging trends in smart manufacturing and Industry 5.0 security Practical Focus: Participants simulate a Zero Trust model implementation in a CPS network with blockchain-based authentication. Module 8: Incident Detection, Response, and Forensics in CPS Overview: Focuses on techniques for detecting, responding to, and investigating cyber incidents affecting CPS operations. Key Topics: Building a CPS-specific incident response framework Digital forensics in industrial environments Handling safety-critical incidents and recovery coordination Threat intelligence integration for proactive defense Communication and coordination with stakeholders during incidents Practical Focus: Trainees simulate a CPS breach scenario, execute incident response steps, and prepare a forensic report. Module 9: Resilience, Redundancy, and Recovery in CPS Overview: Addresses the design of resilient CPS systems capable of maintaining functionality and safety during cyber disruptions. Key Topics: Concepts of resilience engineering in CPS Redundancy and fail-safe mechanisms Disaster recovery planning and business continuity strategies Cyber resilience metrics and performance assessment Simulation and testing of failover strategies Practical Focus: Participants design a resilience architecture for a CPS controlling a transportation or energy system. Module 10: Governance, Policy, and the Future of CPS Security Overview: Culminates the course with an exploration of regulatory frameworks, governance strategies, and emerging trends shaping CPS security. Key Topics: Global regulatory and compliance landscape for critical infrastructure protection Organizational policies and governance structures for CPS cybersecurity Workforce development and capacity building in CPS security Ethical and societal implications of CPS vulnerabilities Future trends: AI-driven automation, quantum threats, and cross-domain security Capstone Project: Participants develop a comprehensive CPS security plan integrating technical, organizational, and policy-level controls for a chosen industry (e.g., energy, transport, healthcare, or manufacturing).
Who Should Attend
This course is designed for cybersecurity professionals, industrial engineers, system administrators, control system engineers, critical infrastructure operators, network security specialists, and risk managers who work with or support CPS environments. It is also ideal for policy makers, regulators, and researchers involved in securing industrial and national infrastructure.