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Secure AI by Design for GenAI Systems and Agentic Systems · LearnSpace
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courseraIT и технологии

Secure AI by Design for GenAI Systems and Agentic Systems

Курс от Packt
Средний≈ 8 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. Dive deep into the security frameworks necessary for GenAI and agentic systems. This course covers the critical aspects of securing AI systems from development to deployment, using industry-standard frameworks such as OWASP LLMSecOps, NIST, and MITRE ATLAS. Learn how to establish security governance, manage risks, and integrate regulatory compliance into your AI systems. The course begins by introducing foundational concepts, the AI risk landscape, and key guidelines from industry leaders. You will then explore the core frameworks used for managing and securing AI systems, followed by practical governance strategies, including inventory management, documentation, and transparency. The course also emphasizes securing AI development and operations, including threat intelligence, red teaming, and AI vulnerability scoring. This course is ideal for professionals seeking to strengthen their understanding of AI security. It provides the tools to safeguard Generative AI and agentic systems from emerging risks while ensuring compliance with global regulations. By the end of the course, you will be able to design secure AI systems, implement risk management practices, and apply best security practices to GenAI and agentic systems.

Навыки, которые вы освоите

AI SecuritySecurity StrategyOpen Web Application Security Project (OWASP)Agentic systemsSecurity ControlsRisk ManagementContinuous MonitoringDevSecOpsThreat ManagementSecurity TestingLLM ApplicationResponsible AIGenerative AIRisk Management FrameworkAgentic WorkflowsThreat ModelingGenerative AI Agents

Программа курса

4 модулей · 37 учебных материалов

01Introduction to AI Security10 материалов

Part 1 Introduction to AI Security

IntroductionВидеоThe State of AI AdoptionВидеоOWASP LLMSecOpsВидеоGuidance from NISTВидеоThe AI RMF CoreВидео

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Packt - Course Instructors

Преподаватель курса

Secure AI by Design for GenAI Systems and Agentic Systems
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Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 8 ч

4 модулей

Язык: Английский

Часть программы вашего университета
The AI RMF PlaybookВидео
MITRE ATLASВидео
NIST Cybersecurity Framework Profile for AIВидео
From Duality to DisciplineВидео
Global AI Regulation and EU Risk ClassificationВидео
02The AI Risk Landscape7 материалов

Part 2: The AI Risk Landscape

AI Risk TaxonomyВидеоAI Risk Taxonomy - Part 2ВидеоThe OWASP Top 10 for LLM and GenAIВидеоAgentic App SecurityВидеоOWASP Top 10 for Agentic Applications (ASI)ВидеоExploring AI Security Risk Taxonomy and Comparing LLM vs. Agentic RisksDIALOGUEThe AI Risk Landscape - AssessmentЗадание
03Governance and Compliance8 материалов

Part 3: Governance and Compliance

AI Security GovernanceВидеоAI Asset Inventory and Shadow AI PreventionВидеоRegulatory Compliance for AIВидеоCompliance Mapping: Controls to RegulationsВидеоModel Documentation and TransparencyВидеоAI Bill of MaterialВидеоEstablishing AI Governance and ComplianceDIALOGUEGovernance and Compliance - AssessmentЗадание
04Secure Development and Operations12 материалов

Part 4: Secure Development and Operations

The LLMSecOps LifecycleВидеоLLMSecOps VisualВидеоAI Data SecurityВидеоAI Model SecurityВидеоAI Threat IntelligenceВидеоAI Red Team GuidanceВидеоAI Vulnerability Scoring SystemВидеоAI Security MetricsВидеоAI Security KPIsВидеоSecure Development and Operations - AssessmentЗаданиеFull Course Practice AssessmentЗаданиеFull Course AssessmentЗадание