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Advanced AI Security, Automation, Governance, and Compliance · LearnSpace
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Advanced AI Security, Automation, Governance, and Compliance

Курс от Packt
Средний≈ 16.6 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

This course 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. This advanced course equips learners with the skills to defend, automate, and govern AI systems securely while ensuring compliance with global standards. You’ll begin by exploring AI-enhanced attack vectors, including deepfakes, adversarial networks, and AI-driven social engineering, learning mitigation strategies for each. The course then guides you through AI-powered automation for security, CI/CD pipeline protections, and secure software development, enabling efficient, resilient operations. Next, learners dive into organizational AI governance, responsible AI principles, and risk management frameworks, covering roles, policies, and accountability measures critical for ethical AI. Finally, the course addresses compliance, exposing you to OECD, NIST, EU AI Act, ISO standards, and corporate data governance practices, preparing you to align AI systems with security and regulatory requirements. By the end of the course, you will be able to detect and counter AI-driven threats, implement automated security workflows, establish AI governance frameworks, manage AI risks, and ensure compliance with international AI standards.

Навыки, которые вы освоите

AI SecurityResponsible AICompliance ManagementRisk ManagementRisk MitigationCI/CDGovernanceDistributed Denial-Of-Service (DDoS) AttacksRisk AnalysisSecure CodingArtificial Intelligence and Machine Learning (AI/ML)DevSecOpsCyber GovernanceGovernance Risk Management and ComplianceLaw, Regulation, and ComplianceRisk Management FrameworkSecurity ControlsArtificial IntelligenceData GovernanceSecurity Management

Программа курса

8 модулей · 84 учебных материалов

01CompTIA SecAI+ AI-Enhanced Attack Vectors Guide17 материалов

CompTIA SecAI+ AI-Enhanced Attack Vectors Guide

Introduction to the Course 'Advanced AI Security, Automation, Governance, and Compliance'ЧтениеFull Specialization ResourcesЧтениеAI-Generated Content DeepfakesВидеоImpersonation Attacks with AIВидео

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Packt - Course Instructors

Преподаватель курса

Advanced AI Security, Automation, Governance, and Compliance
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Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 16.6 ч

8 модулей

Язык: Английский

Часть программы вашего университета
Misinformation and DisinformationВидео
Adversarial Networks in AttacksВидео
AI-Powered ReconnaissanceВидео
Enhanced Social EngineeringВидео
Obfuscation TechniquesВидео
Automated Data CorrelationВидео
Automated Attack GenerationВидео
Attack Vector DiscoveryВидео
AI-Generated Payloads and MalwareВидео
Honeypot IdentificationВидео
AI-Enhanced DDoS AttacksВидео
Understanding Deepfakes and AI-Powered Impersonation AttacksDIALOGUE
CompTIA SecAI+ AI-Enhanced Attack Vectors Guide - AssessmentЗадание
02CompTIA SecAI+ AI Security Automation Guide8 материалов

CompTIA SecAI+ AI Security Automation Guide

Low-Code and No-Code AI ToolsВидеоScripting with AI AssistanceВидеоDocument Synthesis and SummarizationВидеоIncident Response Ticket ManagementВидеоChange Management with AIВидеоAI Agents for SecurityВидеоExploring Low Code/No Code AI Security AutomationDIALOGUECompTIA SecAI+ AI Security Automation Guide - AssessmentЗадание
03CompTIA SecAI+ CI/CD and AI Automation Certification Guide9 материалов

CompTIA SecAI+ CI/CD and AI Automation Certification Guide

CI/CD Pipeline Security for AIВидеоAI-Powered Code ScanningВидеоSoftware Composition Analysis SCAВидеоUnit Testing with AIВидеоRegression Testing in AI SystemsВидеоModel Testing in CI/CDВидеоAutomated Deployment and RollbackВидеоSecuring CICD Pipelines with AI: A Practical ConversationDIALOGUECompTIA SecAI+ CI/CD and AI Automation Certification Guide - AssessmentЗадание
04CompTIA SecAI+ Organizational AI Governance Guide5 материалов

CompTIA SecAI+ Organizational AI Governance Guide

AI Governance OverviewВидеоAI Center of ExcellenceВидеоAI Policies and ProceduresВидеоBuilding Effective AI Governance Frameworks and Centers of ExcellenceDIALOGUECompTIA SecAI+ Organizational AI Governance Guide - AssessmentЗадание
05CompTIA SecAI+ AI Security Roles Certification Guide12 материалов

CompTIA SecAI+ AI Security Roles Certification Guide

Data Scientist Role in AI SecurityВидеоAI Architect Role ExplainedВидеоMachine Learning Engineer RoleВидеоPlatform Engineer Role in AIВидеоMLOps Engineer Role ExplainedВидеоAI Security Architect RoleВидеоAI Governance Engineer RoleВидеоAI Risk Analyst RoleВидеоAI Auditor Role ExplainedВидеоData Engineer Role in AIВидеоExploring Key AI Roles: Responsibilities and CollaborationDIALOGUECompTIA SecAI+ AI Security Roles Certification Guide - AssessmentЗадание
06CompTIA SecAI+ Responsible AI Certification Guide12 материалов

CompTIA SecAI+ Responsible AI Certification Guide

Responsible AI PrinciplesВидеоFairness in AI SystemsВидеоReliability and Safety in AIВидеоTransparency in AI SystemsВидеоPrivacy and Security in AIВидеоExplainability in AIВидеоInclusiveness in AI DesignВидеоAccountability in AI SystemsВидеоConsistency in AI OutputsВидеоAwareness Training for AI SecurityВидеоCompTIA SecAI+ Responsible AI Certification Guide - AssessmentЗаданиеPrinciples of Responsible AI: Foundations and Real-World ScenariosDIALOGUE
07CompTIA SecAI+ AI Risk Management Certification Guide9 материалов

CompTIA SecAI+ AI Risk Management Certification Guide

Introduction of Bias RiskВидеоAccidental Data LeakageВидеоReputational Loss RisksВидеоModel Accuracy and Performance RisksВидеоIntellectual Property RisksВидеоAutonomous Systems RisksВидеоShadow IT and Shadow AIВидеоUnderstanding AI Risk: Bias, Data Leakage, Reputation, and Shadow AIDIALOGUECompTIA SecAI+ AI Risk Management Certification Guide - AssessmentЗадание
08CompTIA SecAI+ Compliance Frameworks Certification Guide12 материалов

CompTIA SecAI+ Compliance Frameworks Certification Guide

OECD AI StandardsВидеоNIST AI Risk Management FrameworkВидеоEU AI Act OverviewВидеоISO AI StandardsВидеоCorporate AI PoliciesВидеоSensitive Data GovernanceВидеоThird-Party Compliance EvaluationsВидеоData Sovereignty in AIВидеоConclusion to the Course 'Advanced AI Security, Automation, Governance, and Compliance'ЧтениеCompTIA SecAI+ Compliance Frameworks Certification Guide - AssessmentЗаданиеFull Course Practice AssessmentЗаданиеFull Course AssessmentЗадание