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AI-Enabled Cybersecurity · LearnSpace
Назад в каталог
courseraIT и технологии

AI-Enabled Cybersecurity

Курс от Chegg Skills
Начальный≈ 19.8 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

AI-Enabled Cybersecurity prepares learners to apply artificial intelligence to strengthen cybersecurity operations, improve threat detection, and support more effective security decision-making. Designed for IT professionals, cybersecurity practitioners, aspiring analysts, and technology learners, this program explores how AI is transforming modern security practices through automation, advanced analytics, and intelligent threat response. Learners examine how AI can be used to identify and respond to cyber threats, assess vulnerabilities, enhance authentication and access control, and streamline security operations. Through real-world scenarios and applied learning activities, learners gain practical experience exploring AI-enabled cybersecurity tools and workflows while developing an understanding of their benefits, limitations, and ethical considerations. The curriculum emphasizes practical workplace application rather than AI development, making it accessible to learners with no prior AI experience. Along the way, learners strengthen foundational cybersecurity knowledge while building confidence using AI to improve operational efficiency, support incident response, and enhance organizational security. By the end of the program, learners will be prepared to confidently apply AI-enabled cybersecurity practices, support stronger cyber defenses, and contribute to more resilient and proactive security operations across a variety of industries.

Навыки, которые вы освоите

AI SecurityIncident ResponseVulnerability AssessmentsThreat DetectionAutomationPenetration TestingCloud SecurityCyber Threat IntelligenceProblem SolvingCybersecurityData AnalysisRisk ManagementAuthenticationsSecurity AwarenessArtificial IntelligencePrompt EngineeringCritical ThinkingNetwork SecurityInformation Systems SecurityMachine Learning

Программа курса

4 модулей · 343 учебных материалов

01AI in cybersecurity fundamentals72 материалов

Introduction to AI in cybersecurity

Introduction to AI in cybersecurityЧтениеIntroductionЧтениеScenario: Reflecting on AI in cybersecurityDIALOGUEModule summariesЧтение

Учитесь у экспертов

Barry Finder

VP of Operations

AI-Enabled Cybersecurity
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Начать на Coursera

Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 19.8 ч

4 модулей

Язык: Английский

Часть программы вашего университета
Tips for successЧтение
Key takeawaysЧтение

AI in cybersecurity fundamentals

Overview: AI in cybersecurity fundamentalsЧтениеIntroductionЧтениеUpcoming lessonsЧтениеKey takeawaysЧтение

Applying AI to cybersecurity

Applying AI to cybersecurityЧтениеKey termsЧтениеIntroductionЧтениеIntroduction to applying AI in cybersecurityЧтениеApplication of AI in cybersecurity operationsЧтениеAI for threat detection and preventionЧтениеIDS-ML in actionЧтениеKnowledge check: Signature-based methodsЗаданиеAutomating vulnerability scanning with OpenSCAPЧтениеSCAP incident reportsЧтениеPenetration testing automationЧтениеKnowledge check: Applying AI to cybersecurityЗаданиеUser authentication and access control with AIЧтениеKnowledge check: Applying AI to cybersecurityЗаданиеIncident response automation with AIЧтениеKnowledge check: Applying AI to cybersecurityЗаданиеSecurity analytics with AIЧтениеAI and ML in security analyticsЧтениеKnowledge check: Applying AI to cybersecurityЗаданиеAdditional resourcesЧтениеKey takeawaysЧтение

Challenges and benefits of AI in cybersecurity

Challenges and benefits of AI in cybersecurityЧтениеKey termsЧтениеNavigating the pros and cons of using AIЧтениеBenefits of AI in cybersecurityЧтениеReduction in the cost of data breachesЧтениеEnhanced threat detectionЧтениеImproved response timeЧтениеIncreased efficiency through automationЧтениеExample: CopilotЧтениеBetter predictive analyticsЧтениеSecurity data lakehouse functionsЧтениеKnowledge check: Benefits of AI in cybersecurity ЗаданиеChallenges of AI in cybersecurityЧтениеDealing with false positivesЧтениеFalse positivesЧтениеData privacyЧтениеMaintaining human oversightЧтениеHuman in the loop (HITL)ЧтениеKnowledge check: Challenges of AI in cybersecurity ЗаданиеHigh overhead of AI systems and workflowsЧтениеKnowledge checkЗаданиеAdditional resourcesЧтениеKey takeawaysЧтение

Potential risks and ethical considerations for AI in cybersecurity

Potential risks and ethical considerations for AI in cybersecurityЧтениеKey termsЧтениеIntroductionЧтениеUnderstanding risks and ethicsЧтениеEthical concernsЧтениеHow algorithmic bias occursЧтениеMitigating algorithmic biasЧтениеKnowledge check: Bias in algorithms ЗаданиеExploitation by malicious actorsЧтениеMitigating exploitation riskЧтениеAI applications in cybersecurityЧтениеKnowledge check: Exploitation by malicious actorsЗаданиеAdditional resourcesЧтениеKnowledge checkЗаданиеKey takeawaysЧтение

Summary and assessment: AI in cybersecurity fundamentals

Summary and assessment: AI in cybersecurity fundamentalsЧтениеAssessment: AI in cybersecurity fundamentalsЗаданиеKey takeawaysЧтение
02AI for cybersecurity operations119 материалов

Overview: AI for cybersecurity operations

Overview: AI for cybersecurity operationsЧтениеUpcoming lessonsЧтениеKey takeawaysЧтение

AI techniques for threat detection and prevention

AI techniques for threat detection and preventionЧтениеKey termsЧтениеIntroductionЧтениеAI in cybersecurityЧтениеAI-based malwareЧтениеTrue malware polymorphism: BlackMambaЧтениеKnowledge check: BlackMambaЗаданиеPhishing with AIЧтениеAutomating phishing attacks: WormGPTЧтениеKnowledge check: Automating phishing attacksЗаданиеAI for DDoS attacks and APTsЧтениеATLAS ML threat matrixЧтениеATLAS anatomy of AI-powered cyber attacksЧтениеKnowledge check: ATLAS anatomy of AI-powered cyber attacksЗаданиеAI techniques to detect and prevent threatsЧтениеAI for network traffic and analysisЧтениеAI for intrusion detectionЧтениеAI for malware detection and classificationЧтениеKnowledge check: AI techniques for threat detection and preventionЗаданиеAdditional resourcesЧтениеKey takeawaysЧтение

AI for vulnerability assessment and penetration testing

AI for vulnerability assessment and penetration testingЧтениеKey termsЧтениеIntroductionЧтениеAutomating vulnerability scanning and pentestingЧтениеVAPT automation with AIЧтениеAI-powered vulnerability assessment toolsЧтение

AI for user authentication and access control

AI for user authentication and access controlЧтениеKey termsЧтениеIntroductionЧтениеAI in adaptive access controlsЧтениеAI for user authentication and access controlЧтениеKnowledge check: AI for user authentication and access controlЗадание

AI for the security operations center

AI for the security operations centerЧтениеKey termsЧтениеIntroductionЧтениеAI-driven SOC operationsЧтениеML-enabled forensic analysisЧтениеKnowledge check: Continuous monitoring and ML-enabled forensic analysisЗадание

AI for incident response and automation

AI for incident response and automationЧтениеKey termsЧтениеIntroductionЧтениеIncident response automation using AIЧтениеMitigating riskЧтениеIncident response challengesЧтениеAI-powered benefits

AI for security analy-tics and threat intelligence

AI for security analy-tics and threat intelligenceЧтениеKey termsЧтениеIntroductionЧтениеSecurity analytics with artificial intelligenceЧтениеAI for security analyticsЧтениеDetecting unknown anomaliesЧтение

Summary and assessment: AI for cybersecurity operations

Summary and assessment: AI for cybersecurity operationsЧтениеWhat you’ve learnedЧтениеAssessment: AI for cybersecurity operationsЗаданиеKey takeawaysЧтение
03Current issues and use cases for AI in cybersecurity144 материалов

Overview: Current issues and use cases for AI in cybersecurity

Overview: Current issues and use cases for AI in cybersecurityЧтениеIntroductionЧтениеLessons in this moduleЧтениеKey takeawaysЧтение

Privacy and ethics for AI in cybersecurity

Privacy and ethics for AI in cybersecurityЧтениеKey termsЧтениеLegal frameworksЧтениеLegal frameworks and ethical considerationsЧтениеLegal frameworks for AI in cybersecurityЧтениеUnderstanding legal frameworksЧтениеCheck your understandingЧтениеExamples of legal frameworks in cybersecurityЧтениеKnowledge checkЗаданиеExploring privacy implicationsЧтениеImpact of AI on personal dataЧтениеEvaluating ethical considerationsЧтениеKnowledge check: Privacy limitationsЗаданиеBalancing security with privacyЧтениеSecurity measures versus privacy rightsЧтениеProtecting personal informationЧтениеThe importance of transparencyЧтениеKnowledge check: Exploring privacy implicationsЗаданиеEthical considerations for AI in cybersecurityЧтениеKey ethical principles in AI cybersecurityЧтениеCheck your understandingЧтениеKnowledge checkЗаданиеKey takeawaysЧтение

AI for cloud security

AI for cloud securityЧтениеKey termsЧтениеIntroductionЧтениеThe role of AI in cloud securityЧтениеProtection for cloud-based IT environmentsЧтениеKnowledge check: AI in cloud securityЗаданиеThreat detection

AI for fraud detection and cybersecurity in finance

AI for fraud detection and cybersecurity in financeЧтениеIntroductionЧтениеRole of AI in fraud analyticsЧтениеML for pattern recognition and anomaly detectionЧтениеKnowledge checkЗаданиеExploring financial anomaly detection with AIЧтение

AI for industrial control system (ICS) and IoT cybersecurity

AI for ICS and IoT cybersecurityЧтениеKey termsЧтениеIntroductionЧтениеThe role of AI in ICS and IoT securityЧтениеThe role of AI in threat detectionЧтениеExamples of AI threat detectionЧтение

AI for social media and online security

AI for social media and online securityЧтениеKey termsЧтениеIntroductionЧтениеThe role of AI in content moderationЧтениеTraining AI systemsЧтениеAI in social media content moderationЧтениеAI moderation in action

Adversarial machine learning and AI attacks

Adversarial ML and AI attacksЧтениеKey termsЧтениеIntroductionЧтениеAdversarial AI attacks and defense mechanismsЧтениеUnderstanding adversarial attacksЧтениеEvasion attacksЧтениеKnowledge check: Adversarial attacks on AI models

Summary and assessment: Current issues and use cases for AI in cybersecurity

Summary and assessmentЧтениеSummaryЧтениеAssessment: Current issues and use cases for AI in cybersecurityЗаданиеKey takeawaysЧтение
04Course wrap-up: AI in cybersecurity8 материалов

Summary: Applying AI in cybersecurity

Summary: Applying AI in cybersecurityЧтениеOverviewЧтениеModule review part 1ЧтениеModule review part 2ЧтениеKey takeawaysЧтение

Assessment: Applying AI in cybersecurity

Final quizЧтениеAssessment: AI in cybersecurityЗаданиеKey takeawaysЧтение
Knowledge check: AI-powered vulnerability assessment toolsЗадание
Vulnerability scanningЧтение
Assessment: AI for vulnerability assessment and penetration testingЗадание
AI in pentestingЧтение
Benefits of pentestingЧтение
AI-enhanced reconnaissanceЧтение
Knowledge check: AI in pentestingЗадание
AI for exploitationЧтение
Reporting and analysisЧтение
Knowledge check: AI for exploitationЗадание
Implementing AI in VAPTЧтение
Key takeawaysЧтение
AI-driven access control systemsЧтение
Knowledge check: Adaptive access controlsЗадание
AI-enhanced, risk-based authenticationЧтение
Real-time risk assessmentЧтение
Adaptive multifactor authentication (MFA)Чтение
Knowledge check: Adaptive multifactor authenticationЗадание
User and entity behavior analyticsЧтение
Behavioral biometricsЧтение
Knowledge check: User and entity behavior analyticsЗадание
Shifting towards user-centered securityЧтение
Key takeawaysЧтение
AI-powered threat detectionЧтение
Anomaly detectionЧтение
Threat intelligence integrationЧтение
Behavioral analysisЧтение
Threat huntingЧтение
AI-powered threat huntingЧтение
Crowdsourced AIЧтение
Knowledge checkЗадание
AI-driven incident responseЧтение
Automated incident triageЧтение
AI-driven incident responseЧтение
Knowledge check: Automated incident triageЗадание
Additional resourcesЧтение
Key takeawaysЧтение
Чтение
Knowledge check: AI-enabled incident response and automation benefitsЗадание
AI-enabled SOAR tools and platformsЧтение
Knowledge check: AI-enabled SOAR tools and platformsЗадание
AI for incident triage and prioritizationЧтение
Automating workflows and playbooksЧтение
Assessment: AI for incident response and automationЗадание
ShuffleЧтение
Using AI for automation scriptsЧтение
Preparing for AI-powered incident response and automationЧтение
Knowledge check: Preparing for AI-powered incident response and automationЗадание
Key takeawaysЧтение
Unknown dataЧтение
Security analyticsЧтение
Threat intelligence platformsЧтение
NVIDIA morpheusЧтение
Knowledge checkЗадание
AI for threat intelligenceЧтение
Tools and methodsЧтение
AI-driven threat intelligenceЧтение
Knowledge check: AI for threat intelligence: Tools and methods Задание
Special considerations and requirementsЧтение
Knowledge check: Special considerations and requirements Задание
Key takeawaysЧтение
Чтение
AI for threat detectionЧтение
ML and anomaly detectionЧтение
Knowledge checkЗадание
Threat mitigationЧтение
AI in threat mitigationЧтение
Knowledge check: Threat mitigationЗадание
Benefits of using AI for cloud securityЧтение
AI for cloud securityЧтение
Improving accuracy with AI technologiesЧтение
Deep learningЧтение
Knowledge check: Managing complex cyberthreatsЗадание
Three benefits for using AI for cloud securityЧтение
Check your understandingЧтение
Knowledge checkЗадание
Key takeawaysЧтение
Knowledge check: Anomalies and fraud detectionЗадание
Implementing an AI system for fraud detectionЧтение
Knowledge check: Testing phaseЗадание
Check your understandingЧтение
Implementing AI for fraud detectionЧтение
Data collection in AI-driven fraud detectionЧтение
Knowledge check: Implementing fraud detectionЗадание
Feature extractionЧтение
Feature engineeringЧтение
Knowledge check: Feature engineeringЗадание
Model trainingЧтение
Understanding model trainingЧтение
Testing and deploymentЧтение
Knowledge checkЗадание
Key takeawaysЧтение
Knowledge check: Securing critical infrastructureЗадание
Proactive threat detectionsЧтение
Securing IoT devices with AIЧтение
Knowledge checkЗадание
Automated responseЧтение
Automated response in AI-based cybersecurityЧтение
Automated responses in actionЧтение
Benefits of AI-driven automationЧтение
Knowledge check: Automated responseЗадание
Application areasЧтение
Sensor networksЧтение
Examples of AI sensor networksЧтение
AI in critical infrastructureЧтение
Knowledge check: Critical infrastructureЗадание
AI in healthcare environmentsЧтение
Check your understandingЧтение
Knowledge check: AI cybersecurity measuresЗадание
Key takeawaysЧтение
Чтение
The importance of human moderation in social mediaЧтение
Knowledge check: AI in content moderationЗадание
AI in social mediaЧтение
Social media and cybersecurityЧтение
Check your understandingЧтение
Combating cyberthreats with AIЧтение
Detecting fake news with AIЧтение
Use AI to detect fake newsЧтение
Check your understandingЧтение
Knowledge check: AI content moderationЗадание
User behavior analysis using AIЧтение
Check your understandingЧтение
Knowledge check: User behavior analysis using AIЗадание
Behavior analytics in actionЧтение
Knowledge checkЗадание
Methods for enhancing online security with AIЧтение
Knowledge checkЗадание
Key takeawaysЧтение
Задание
How to counter evasion attacksЧтение
Manipulating images to deceive AI modelsЧтение
Poisoning attacksЧтение
How to counter poisoning attacksЧтение
Defense mechanisms against adversarial attacksЧтение
Robustness techniquesЧтение
Three methods for applying robustness techniquesЧтение
Check your understandingЧтение
Knowledge check: Robustness techniquesЗадание
Detection methodsЧтение
Three strategies for applying detection methodsЧтение
Robustness techniques vs detection methodsЧтение
Knowledge check: AI defense mechanismsЗадание
Key takeawaysЧтение