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Il y a 5 modules dans ce cours
The course "Artificial Intelligence Industrial Control Systems Security" explores the intersection of artificial intelligence (AI) and industrial control systems (ICS) security, focusing on the safety, trust, and privacy of AI technologies within critical infrastructures. Learners will gain a comprehensive understanding of the key cybersecurity challenges faced by ICS and the role AI can play in mitigating these risks. Through the exploration of large language models (LLMs), regulatory frameworks, and advanced ICS protocols, students will learn how to implement robust security measures for AI systems and industrial control environments.
The course stands out by providing hands-on learning experiences in critical areas such as supply chain risks, cybersecurity for PLCs, and OT protocols. By combining AI principles with real-world ICS security practices, learners will be equipped to analyze and respond to emerging threats in both AI and ICS sectors. This unique approach ensures a deeper, more integrated understanding of how AI can be applied to enhance cybersecurity in industrial environments. Whether you're a professional or a beginner, this course will prepare you to tackle the most pressing security challenges at the intersection of AI and industrial control systems.
This course provides a comprehensive exploration of the safety, cybersecurity, and privacy implications of AI systems and large language models (LLMs). Students will evaluate the accountability of AI under the law and investigate governance frameworks. The course also focuses on the security challenges specific to Operational Technology (OT) and Industrial Control Systems (ICS), highlighting key vulnerabilities and operational differences from IT. Practical skills in using tools like Wireshark for cybersecurity analysis and implementing protective measures for PLCs will be emphasized. Through discussions and hands-on activities, learners will gain a robust understanding of the complex interplay between technology, security, and regulatory requirements.
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1 vidéo2 lectures
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1 vidéo•Total 4 minutes
Specialization Introduction Video: Information Assurance Analysis•4 minutes
2 lectures•Total 10 minutes
Course Overview•5 minutes
Instructor Biography: Prof. Jason Crossland•5 minutes
Artificial Intelligence (AI): Safety, Trust, Security and Privacy
Module 2•6 heures à terminer
Détails du module
This module explores the safety and cybersecurity aspects of AI systems, focusing on evaluating their security, privacy, and autonomous concerns. It also covers the applicability and functionality of large language models (LLMs), including how algorithms and learning patterns enhance their performance.
Inclus
5 lectures3 devoirs6 plugins
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5 lectures•Total 165 minutes
Reading References•90 minutes
Interesting AI Reading List (Available from Amazon)•10 minutes
Basic Elements of Artificial Intelligence (AI)•15 minutes
Some General Impacts of Artificial Intelligence(AI) on Cyber Security•10 minutes
Self-Reflective Reading: Exploring AI Integration in IIoT and Beyond•40 minutes
3 devoirs•Total 90 minutes
Artificial Intelligence in Cybersecurity – Opportunities and Challenges•15 minutes
Ethical and Technological Dimensions of Large Language Models (LLMs)•15 minutes
Artificial Intelligence (AI): Safety, Trust, Security and Privacy•60 minutes
6 plugins•Total 110 minutes
Video: Artificial Intelligence and Security•15 minutes
Video: Executive Symposium on AI: Ethical AI - Trust, Privacy, Bias•30 minutes
Video: Artificial Intelligence - A Silver Bullet in Cyber Security?•22 minutes
Video: The Impact of AI on Cybersecurity: Top Concerns for CISO's•22 minutes
Video: Will AI Help or Hurt Cybersecurity? Definitely!•10 minutes
Video: Complete Look at Large Language Models for AI•11 minutes
Artificial Intelligence: Policy and Governance
Module 3•6 heures à terminer
Détails du module
This module explores the legal accountability of AI systems, examining how they are regulated and governed. It covers human factors in computing systems and the policies that AI systems fall under. Students will assess how ChatGPT contributes to or detracts from value and analyze the impact of chatbots on large language models (LLMs).
Inclus
3 lectures3 devoirs4 plugins
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3 lectures•Total 190 minutes
Reading References•100 minutes
AI Types & AI Governance Key Issues•30 minutes
Self-Reflective Reading: AI - Ethics, Responsibility, and Impact•60 minutes
3 devoirs•Total 90 minutes
AI Strategy, Policy, and Governance•15 minutes
Economic and Policy Implications of Artificial Intelligence•15 minutes
Artificial Intelligence: Policy and Governance•60 minutes
4 plugins•Total 78 minutes
Video: AI Strategy, Policy, and Governance•22 minutes
Video: Large Language Common Models•13 minutes
Video: Artificial Intelligence: The Economic and Policy Implications - Keynote by Susan Athey•36 minutes
Video: How Chatbots and Large Language Models Work•7 minutes
Industrial Control Systems I
Module 4•11 heures à terminer
Détails du module
This course explores the Purdue Enterprise Reference Architecture Model and Unified Facilities Criteria, providing a framework for industrial control systems (ICS). It covers basic control systems like PLC, SCADA, and DCS, and examines the operational differences between IT and OT environments. Students will learn about key cybersecurity control elements to enhance ICS security, identify top vulnerabilities from a cyber perspective, and understand the usage and implementation of PLC application firewalls and software whitelisting.
Inclus
4 lectures3 devoirs3 plugins
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4 lectures•Total 430 minutes
Reading References•180 minutes
Industrial Control Systems Introduction•30 minutes
ICS Cybersecurity: Threats, Risks, and Emerging Trends•15 minutes
Fundamentals of Securing Industrial Networks•15 minutes
Industrial Control Systems I•60 minutes
3 plugins•Total 154 minutes
Video: ICS Cyber Attacks - Fact vs. Fiction•40 minutes
Video: Introduction to Industrial Control Systems Threats Risks and Future Cybersecurity Trends•54 minutes
Video: Securing Industrial Networks Basic Cyber Security for Industrial Control Systems•60 minutes
Industrial Control Systems II
Module 5•8 heures à terminer
Détails du module
In this module, we will continue our discussion of Industrial Control System (ICS) networks. Specifically discussing what encompasses supply chain risks, Original Equipment Manufacturers/Vendors, and techniques for mitigating these risks. We will also discuss and examine several different types of ICS/OT protocols regarding their characteristics, purposes/implementations, the cybersecurity concerns with various OT proprietary and open protocols, and the differences between OT and IT environments.
Inclus
3 lectures3 devoirs4 plugins
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3 lectures•Total 360 minutes
Reading References•200 minutes
ICS Part II•120 minutes
Self-Reflective Reading: Cybersecurity Challenges in the Electric Sector•40 minutes
3 devoirs•Total 90 minutes
Securing ICS/OT Networks: Risk, Protocols, and Cybersecurity Strategies•15 minutes
Understanding Cybersecurity in Industrial Control Systems (ICS)•15 minutes
Industrial Control Systems II•60 minutes
4 plugins•Total 36 minutes
Video: Cybersecurity for Industrial Control Systems - Why It Matters and How To Stay Protected•10 minutes
Video: IT vs. OT Security -What’s the Difference?•7 minutes
Video: Industrial Control System Security Current Threats and Best Practices•4 minutes
Video: Network Architecture | SANS ICS Concepts•15 minutes
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