Wenn Sie sich für diesen Kurs anmelden, werden Sie auch für diese Spezialisierung angemeldet.
Lernen Sie neue Konzepte von Branchenexperten
Gewinnen Sie ein Grundverständnis bestimmter Themen oder Tools
Erwerben Sie berufsrelevante Kompetenzen durch praktische Projekte
Erwerben Sie ein Berufszertifikat zur Vorlage
In diesem Kurs gibt es 5 Module
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.
Das ist alles enthalten
1 Video2 Lektüren
Infos zu Modulinhalt anzeigen
1 Video•Insgesamt 4 Minuten
Specialization Introduction Video: Information Assurance Analysis•4 Minuten
2 Lektüren•Insgesamt 10 Minuten
Course Overview•5 Minuten
Instructor Biography: Prof. Jason Crossland•5 Minuten
Artificial Intelligence (AI): Safety, Trust, Security and Privacy
Modul 2•6 Stunden abzuschließen
Moduldetails
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.
Das ist alles enthalten
5 Lektüren3 Aufgaben6 Plug-ins
Infos zu Modulinhalt anzeigen
5 Lektüren•Insgesamt 165 Minuten
Reading References•90 Minuten
Interesting AI Reading List (Available from Amazon)•10 Minuten
Basic Elements of Artificial Intelligence (AI)•15 Minuten
Some General Impacts of Artificial Intelligence(AI) on Cyber Security•10 Minuten
Self-Reflective Reading: Exploring AI Integration in IIoT and Beyond•40 Minuten
3 Aufgaben•Insgesamt 90 Minuten
Artificial Intelligence (AI): Safety, Trust, Security and Privacy•60 Minuten
Artificial Intelligence in Cybersecurity – Opportunities and Challenges•15 Minuten
Ethical and Technological Dimensions of Large Language Models (LLMs)•15 Minuten
6 Plug-ins•Insgesamt 110 Minuten
Video: Artificial Intelligence and Security•15 Minuten
Video: Executive Symposium on AI: Ethical AI - Trust, Privacy, Bias•30 Minuten
Video: Artificial Intelligence - A Silver Bullet in Cyber Security?•22 Minuten
Video: The Impact of AI on Cybersecurity: Top Concerns for CISO's•22 Minuten
Video: Will AI Help or Hurt Cybersecurity? Definitely!•10 Minuten
Video: Complete Look at Large Language Models for AI•11 Minuten
Artificial Intelligence: Policy and Governance
Modul 3•6 Stunden abzuschließen
Moduldetails
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).
Das ist alles enthalten
3 Lektüren3 Aufgaben4 Plug-ins
Infos zu Modulinhalt anzeigen
3 Lektüren•Insgesamt 190 Minuten
Reading References•100 Minuten
AI Types & AI Governance Key Issues•30 Minuten
Self-Reflective Reading: AI - Ethics, Responsibility, and Impact•60 Minuten
3 Aufgaben•Insgesamt 90 Minuten
Artificial Intelligence: Policy and Governance•60 Minuten
AI Strategy, Policy, and Governance•15 Minuten
Economic and Policy Implications of Artificial Intelligence•15 Minuten
4 Plug-ins•Insgesamt 78 Minuten
Video: AI Strategy, Policy, and Governance•22 Minuten
Video: Large Language Common Models•13 Minuten
Video: Artificial Intelligence: The Economic and Policy Implications - Keynote by Susan Athey•36 Minuten
Video: How Chatbots and Large Language Models Work•7 Minuten
Industrial Control Systems I
Modul 4•11 Stunden abzuschließen
Moduldetails
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.
Das ist alles enthalten
4 Lektüren3 Aufgaben3 Plug-ins
Infos zu Modulinhalt anzeigen
4 Lektüren•Insgesamt 430 Minuten
Reading References•180 Minuten
Industrial Control Systems Introduction•30 Minuten
ICS Cybersecurity: Threats, Risks, and Emerging Trends•15 Minuten
Fundamentals of Securing Industrial Networks•15 Minuten
3 Plug-ins•Insgesamt 154 Minuten
Video: ICS Cyber Attacks - Fact vs. Fiction•40 Minuten
Video: Introduction to Industrial Control Systems Threats Risks and Future Cybersecurity Trends•54 Minuten
Video: Securing Industrial Networks Basic Cyber Security for Industrial Control Systems•60 Minuten
Industrial Control Systems II
Modul 5•8 Stunden abzuschließen
Moduldetails
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.
Das ist alles enthalten
3 Lektüren3 Aufgaben4 Plug-ins
Infos zu Modulinhalt anzeigen
3 Lektüren•Insgesamt 360 Minuten
Reading References•200 Minuten
ICS Part II•120 Minuten
Self-Reflective Reading: Cybersecurity Challenges in the Electric Sector•40 Minuten
3 Aufgaben•Insgesamt 90 Minuten
Industrial Control Systems II•60 Minuten
Securing ICS/OT Networks: Risk, Protocols, and Cybersecurity Strategies•15 Minuten
Understanding Cybersecurity in Industrial Control Systems (ICS)•15 Minuten
4 Plug-ins•Insgesamt 36 Minuten
Video: Cybersecurity for Industrial Control Systems - Why It Matters and How To Stay Protected•10 Minuten
Video: IT vs. OT Security -What’s the Difference?•7 Minuten
Video: Industrial Control System Security Current Threats and Best Practices•4 Minuten
Video: Network Architecture | SANS ICS Concepts•15 Minuten
Erwerben Sie ein Karrierezertifikat.
Fügen Sie dieses Zeugnis Ihrem LinkedIn-Profil, Lebenslauf oder CV hinzu. Teilen Sie sie in Social Media und in Ihrer Leistungsbeurteilung.
The mission of The Johns Hopkins University is to educate its students and cultivate their capacity for life-long learning, to foster independent and original research, and to bring the benefits of discovery to the world.
When will I have access to the lectures and assignments?
To access the course materials, assignments and to earn a Certificate, you will need to purchase the Certificate experience when you enroll in a course. You can try a Free Trial instead, or apply for Financial Aid. The course may offer 'Full Course, No Certificate' instead. This option lets you see all course materials, submit required assessments, and get a final grade. This also means that you will not be able to purchase a Certificate experience.
What will I get if I subscribe to this Specialization?
When you enroll in the course, you get access to all of the courses in the Specialization, and you earn a certificate when you complete the work. Your electronic Certificate will be added to your Accomplishments page - from there, you can print your Certificate or add it to your LinkedIn profile.
Is financial aid available?
Yes. In select learning programs, you can apply for financial aid or a scholarship if you can’t afford the enrollment fee. If fin aid or scholarship is available for your learning program selection, you’ll find a link to apply on the description page.