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Cyber Security: Security of AI · LearnSpace
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Cyber Security: Security of AI

Курс от Macquarie University
Начальный≈ 15.1 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

• Watch our course introduction video before you enroll! (copy and paste into browser) https://vimeo.com/1176025534 AI Security: Risks, Defences, and Safety. This course prepares cyber security professionals, developers, data scientists, and policy leaders to defend intelligent systems. As artificial intelligence integrates into critical infrastructure and applications, new cyber risks emerge, from adversarial attacks to data leakage. Developed by Macquarie University’s Cyber Skills Academy, this program aligns with emerging threats and international standards. You will gain real-world skills to: * Understand AI systems, architecture, and security risks (adversarial inputs, model poisoning, data leakage). * Assess and mitigate AI-driven cyber-physical risks in Operational Technology (OT) and Industrial Control Systems (ICS). * Navigate threats in AI deployments, including deepfakes, misinformation, ethical misuse, and privacy violations. * Apply security testing strategies and technical controls, such as encryption, red/purple/blue team exercises, and robustness benchmarking. * Align AI systems with Responsible AI frameworks, covering fairness, transparency, regulatory compliance, and trust. * Anticipate evolving risks from Artificial General Intelligence (AGI) and deploy proactive defences. To succeed, learners should have a foundational understanding of cyber security concepts. This course provides the technical fluency, ethical awareness, and strategic insight to secure AI across industries.Lead the defence. Secure AI now.

Навыки, которые вы освоите

Security TestingSecurity ControlsCyber Security AssessmentData SecurityEmerging TechnologiesCybersecuritySecurity EngineeringInformation PrivacyExploitation techniquesThreat ModelingModel EvaluationData EthicsThreat DetectionSecurity StrategySecurity ManagementCyber Threat IntelligenceCyber AttacksCyber RiskData GovernanceAI Integrations

Программа курса

6 модулей · 62 учебных материалов

01Introduction and Emergent Threats of AI11 материалов
OverviewPLUGINIntroductionPLUGINWhat are AI systems?PLUGINEngineering features vs deep modelsPLUGINSystem security fundamentals

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Matt Bushby

Преподаватель курса

Cyber Security: Security of AI
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в новой вкладке

Обучение на Coursera

≈ 15.1 ч

6 модулей

Язык: Английский

Часть программы вашего университета
PLUGIN
Emerging threats and AI-specific risksPLUGIN
Reframing the AI Threat LandscapeDIALOGUE
Industry interviewsPLUGIN
SummaryPLUGIN
UntitledЗадание
End of module quizЗадание
02Industrial Control Systems / Operational Technology Attacks in the context of Traditional Security Attacks9 материалов
OverivewPLUGINIntroductionPLUGINSecurity risks & threats in AI-enabled ICS/OTPLUGINSecurity threats & risks to AI-enabled ICS/OTPLUGINBridging ICS/OT Security and AI VulnerabilitiesDIALOGUESecuring AI development and deploymentPLUGINSummaryPLUGINEnd of module quizЗаданиеEnd of module practice quizЗадание
03AI Security and Risks to Real-life Applications10 материалов
OverviewPLUGINIntroductionPLUGINSecurity threats to AI modelsPLUGINInference & leakage attacksPLUGINDiagnosing AI Attack VectorsDIALOGUEHarmful outputs and alignment risksPLUGINCommunicating an AI Security IncidentDIALOGUESummaryPLUGINEnd of module practice quizЗаданиеEnd of module quizЗадание
04Defences (AI Controls) and AI Security Testing12 материалов
OverviewPLUGINIntroductionPLUGINDefence techniques and strategiesPLUGINDefences for attacks on GenAI modelsPLUGINSelecting appropriate controlsPLUGINNavigating AI Defence Trade-offsDIALOGUEGuardrail protection versus guardrail failurePLUGINAI security testing and benchmarkingPLUGINPlanning a Red Team Exercise for AI SystemsDIALOGUESummaryPLUGINEnd of module practice quizЗаданиеEnd of module quizЗадание
05Responsible AI, Regulation and Governance9 материалов
OverviewPLUGINIntroductionPLUGINResponsible AIPLUGINAI GovernancePLUGINAdvising on Responsible AI DeploymentDIALOGUEBest practicesPLUGINSummaryPLUGINEnd of module practice quizЗаданиеEnd of module quizЗадание
06Future of AI: Emerging Risks11 материалов
OverviewPLUGINIntroductionPLUGINSpeculative future AI applicationsPLUGINEvolution of AIPLUGINTrends and key players in the future of AIPLUGINBest practicesPLUGINSummaryPLUGINEnd of module practice quizЗаданиеEnd of module quizЗаданиеCongratulations and next stepsЧтениеAnticipating AI Security FuturesDIALOGUE