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Generative AI and its Impact on Cybersecurity · LearnSpace
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courseraIT и технологии

Generative AI and its Impact on Cybersecurity

Курс от Packt
Средний≈ 7 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Updated in May 2025. This course now features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you test your knowledge, challenge assumptions, and deepen your understanding as you progress through the course. In this course, you will gain an in-depth understanding of how Generative AI is transforming the cybersecurity landscape. You'll learn how this technology is both a powerful tool for cyber defense and a potential vulnerability. By the end, you’ll be equipped with the knowledge to navigate the challenges and opportunities posed by generative AI in cybersecurity. The course starts with foundational concepts, explaining generative AI's principles, functionality, and its significance in today's digital environment. You will explore real-world examples of how AI is reshaping industries and driving innovations. The journey continues with an analysis of the unique security risks introduced by generative AI, including case studies and adversarial attacks. This will provide a clear understanding of the vulnerabilities and threats arising from this technology. As you progress, you'll dive into defensive mechanisms, including automated threat detection, proactive strategies, and advanced techniques like phishing detection and anomaly detection. You'll also learn how generative AI can be utilized in cyber defense, enhancing cybersecurity frameworks and preventing attacks. The course covers cutting-edge defensive technologies, giving you practical skills to secure your digital environment effectively. The course is designed for cybersecurity professionals, AI enthusiasts, and IT experts who want to understand the intersection of generative AI and cybersecurity. It is suitable for learners with a foundational understanding of cybersecurity principles and an interest in AI-driven innovation. This course is intermediate in difficulty.

Навыки, которые вы освоите

AI SecurityCybersecurityMITRE ATT&CK FrameworkCyber Security StrategyThreat DetectionResponsible AIGenerative Model ArchitecturesGenerative Adversarial Networks (GANs)Data EthicsAnomaly Detection

Программа курса

7 модулей · 57 учебных материалов

01Introduction to Generative AI and Cybersecurity Transformation4 материалов

Introduction to Generative AI and Cybersecurity Transformation

Understanding Generative AIВидеоFull Course ResourcesЧтениеReal-world ExamplesВидеоThe Role of Thought Leaders in Driving Innovation and AdoptionВидео
02

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Packt - Course Instructors

Преподаватель курса

Generative AI and its Impact on Cybersecurity
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Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 7 ч

7 модулей

Язык: Английский

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

Часть программы вашего университета
Generative AI Security Risks5 материалов

Generative AI Security Risks

Identifying the Unique Security Risks Posed by Generative AIВидеоExploring Case Studies of Generative AI-Related Cyber ThreatsВидеоAdversarial Attacks and Model ManipulationВидеоGenerative AI Security RisksDIALOGUEGenerative AI Security Risks - AssessmentЗадание
03Transforming the Cybersecurity Industry5 материалов

Transforming the Cybersecurity Industry

Predictions and Insights on How Generative AIВидеоAnticipated Advancements and Challenges in the Near FutureВидеоThe Changing Landscape of AI-Powered Cyber DefenseВидеоGenerative AI in CybersecurityDIALOGUETransforming the Cybersecurity Industry - AssessmentЗадание
04Defensive Mechanisms and Best Practices10 материалов

Defensive Mechanisms and Best Practices

Understanding the State-of-the-Art Defensive Mechanisms Against Generative AIВидеоAutomated Threat Detection and ResponseВидеоCyber Attack SimulationsВидеоPredictive AnalysisВидеоPhishing Detection and Deepfake IdentificationВидеоAccess ControlsВидеоProactive Strategies for Mitigating Security RisksВидеоLeveraging Generative AI for Cyber Defense and Anomaly DetectionВидеоLeveraging AI for CybersecurityDIALOGUEDefensive Mechanisms and Best Practices - AssessmentЗадание
05Future Trends in Generative AI Cybersecurity19 материалов

Future Trends in Generative AI Cybersecurity

Exploring Emerging Trends and Research DirectionsВидеоAI-Powered Cyber SecurityВидеоQuantum-Safe EncryptionВидеоCybersecurity in the Internet of Things (IoT) EraВидеоCyber-Physical System SecurityВидеоPrivacy-Preserving TechnologiesВидеоThe Intersection of Generative AI with Other Cybersecurity TechnologiesВидеоEnhancing Blockchain SecurityВидеоIoT SecurityВидеоIntelligent Cyber Threat HuntingВидеоBehavioral-Based AuthenticationВидеоEthical Considerations and Responsible AI Practices in CybersecurityВидеоThe Ethics of AI-Powered Cyber DefenseВидеоImportance of Transparent AI Algorithms in CybersecurityВидеоEnsuring Data PrivacyВидеоAccountability and Human OversightВидеоEthical AI Development and DeploymentВидеоAI-Powered Threat DetectionDIALOGUEFuture Trends in Generative AI Cybersecurity - AssessmentЗадание
06Preparing for the Future5 материалов

Preparing for the Future

What Companies Should Do Today?ВидеоBuilding a Culture of Continuous Learning and InnovationВидеоCollaborative Strategies for Knowledge-SharingВидео Integrating Generative AI in CybersecurityDIALOGUEPreparing for the Future - AssessmentЗадание
07Adversarial Threat Landscape for AI Systems9 материалов

Adversarial Threat Landscape for AI Systems

Introduction to ATLAS and Its Significance in AI SecurityВидеоHow ATLAS Complements the MITRE ATT&CK FrameworkВидеоAn Overview of the Threats and Risks Associated with AI SystemsВидеоATLAS MITRE Framework - An OverviewВидеоATLAS MITRE NavigatorВидеоATLAS MITRE - Case StudiesВидеоAdversarial Threat Landscape for AI Systems - AssessmentЗаданиеFull Course Practice AssessmentЗаданиеFull Course AssessmentЗадание