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Artificial Intelligence Industrial Control Systems Security · LearnSpace
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courseraIT и технологии

Artificial Intelligence Industrial Control Systems Security

Курс от Johns Hopkins University
Средний≈ 31.6 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

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.

Навыки, которые вы освоите

Responsible AISecurity ControlsAI SecurityArtificial IntelligenceCybersecurityLLM ApplicationCyber RiskNetwork MonitoringInformation Systems SecurityHardeningInfrastructure SecurityNetwork SecurityLarge Language ModelingNetwork ProtocolsThreat Modeling

Программа курса

5 модулей · 47 учебных материалов

01Course Introduction3 материалов
Specialization Introduction Video: Information Assurance AnalysisВидеоCourse OverviewЧтениеInstructor Biography: Prof. Jason CrosslandЧтение
02Artificial Intelligence (AI): Safety, Trust, Security and Privacy14 материалов

Artificial Intelligence in Cybersecurity – Opportunities and Challenges

Учитесь у экспертов

Jason Crossland

Senior CyberSecurity Engineer

Artificial Intelligence Industrial Control Systems Security
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Обучение откроется на Coursera
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Обучение на Coursera

≈ 31.6 ч

5 модулей

Язык: Английский

Субтитры: Арабский, Французский, Итальянский, Бразильский португальский, Корейский, Немецкий, Индонезийский, Испанский, Японский, Казахский, Венгерский

Часть программы вашего университета
Video: Artificial Intelligence and SecurityPLUGIN
Video: Executive Symposium on AI: Ethical AI - Trust, Privacy, BiasPLUGIN
Reading ReferencesЧтение
Interesting AI Reading List (Available from Amazon)Чтение
Artificial Intelligence in Cybersecurity – Opportunities and ChallengesЗадание

Ethical and Technological Dimensions of Large Language Models (LLMs)

Video: Artificial Intelligence - A Silver Bullet in Cyber Security?PLUGINVideo: The Impact of AI on Cybersecurity: Top Concerns for CISO'sPLUGINVideo: Will AI Help or Hurt Cybersecurity? Definitely!PLUGINVideo: Complete Look at Large Language Models for AIPLUGINBasic Elements of Artificial Intelligence (AI)ЧтениеSome General Impacts of Artificial Intelligence(AI) on Cyber SecurityЧтениеEthical and Technological Dimensions of Large Language Models (LLMs)Задание

Module-end Assessments

Self-Reflective Reading: Exploring AI Integration in IIoT and BeyondЧтениеArtificial Intelligence (AI): Safety, Trust, Security and PrivacyЗадание
03Artificial Intelligence: Policy and Governance10 материалов

AI Strategy, Policy, and Governance

Video: AI Strategy, Policy, and GovernancePLUGINVideo: Large Language Common ModelsPLUGINReading ReferencesЧтениеAI Strategy, Policy, and GovernanceЗадание

Economic and Policy Implications of Artificial Intelligence

Video: Artificial Intelligence: The Economic and Policy Implications - Keynote by Susan AtheyPLUGINVideo: How Chatbots and Large Language Models WorkPLUGINAI Types & AI Governance Key IssuesЧтениеEconomic and Policy Implications of Artificial IntelligenceЗадание

Module-end Assessments

Self-Reflective Reading: AI - Ethics, Responsibility, and ImpactЧтениеArtificial Intelligence: Policy and GovernanceЗадание
04Industrial Control Systems I10 материалов

ICS Cybersecurity: Threats, Risks, and Emerging Trends

Video: ICS Cyber Attacks - Fact vs. FictionPLUGINVideo: Introduction to Industrial Control Systems Threats Risks and Future Cybersecurity TrendsPLUGINReading ReferencesЧтениеIndustrial Control Systems IntroductionЧтениеICS Cybersecurity: Threats, Risks, and Emerging TrendsЗадание

Fundamentals of Securing Industrial Networks

Video: Securing Industrial Networks Basic Cyber Security for Industrial Control SystemsPLUGINReading ReferencesЧтениеFundamentals of Securing Industrial NetworksЗадание

Module-end Assessments

Self-Reflective Reading: IT-OT Convergence - Key Differences and Cybersecurity Challenges  ЧтениеIndustrial Control Systems IЗадание
05Industrial Control Systems II10 материалов

Securing ICS/OT Networks: Risk, Protocols, and Cybersecurity Strategies

Video: Cybersecurity for Industrial Control Systems - Why It Matters and How To Stay ProtectedPLUGINVideo: IT vs. OT Security -What’s the Difference?PLUGINReading ReferencesЧтениеSecuring ICS/OT Networks: Risk, Protocols, and Cybersecurity StrategiesЗадание

Understanding Cybersecurity in Industrial Control Systems (ICS)

Video: Industrial Control System Security Current Threats and Best PracticesPLUGINVideo: Network Architecture | SANS ICS ConceptsPLUGINICS Part IIЧтениеUnderstanding Cybersecurity in Industrial Control Systems (ICS)Задание

Module-end Assessments

Self-Reflective Reading: Cybersecurity Challenges in the Electric SectorЧтениеIndustrial Control Systems IIЗадание