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Exploiting and Securing AI/MCP Systems · LearnSpace
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courseraПрограммирование

Exploiting and Securing AI/MCP Systems

Курс от Packt
Средний≈ 3.4 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

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 course empowers learners to understand, deploy, and secure Multi-Component Platform (MCP) systems in AI applications, bridging theoretical knowledge with practical hands-on skills. The course begins with foundational concepts, including MCP architecture, server setup, and Python-based development using the FastMCP SDK. You’ll explore local and remote server configurations and integrate them with AI tools like the Claude Desktop App. Step-by-step labs and demonstrations ensure you gain practical experience and confidence in system deployment and configuration. This course is ideal for cybersecurity professionals, AI developers, ethical hackers, and IT students with basic Python knowledge. Intermediate understanding of networking and security concepts is recommended. Difficulty level: Intermediate. By the end of the course, you will be able to build MCP servers in Python, integrate them with AI apps, identify and exploit common security flaws, and implement measures to secure AI/MCP systems effectively.

Навыки, которые вы освоите

AI SecurityExploitation techniquesSecurity TestingServersModel Context ProtocolPenetration TestingThreat ModelingSecurity ControlsAI IntegrationsTool CallingServer SideLLM ApplicationSystems ArchitectureAnthropic ClaudeSecurity Architecture ReviewSecurity ManagementPrompt EngineeringSystem ConfigurationPython ProgrammingHardening

Программа курса

3 модулей · 23 учебных материалов

01Introduction2 материалов

Introduction

Full Course ResourcesЧтениеCourse PromoВидео
02Build Your First MCP Server in Python10 материалов

Build Your First MCP Server in Python

Getting the Most Out of This CourseВидео

Учитесь у экспертов

Packt - Course Instructors

Преподаватель курса

Exploiting and Securing AI/MCP Systems
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Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 3.4 ч

3 модулей

Язык: Английский

Часть программы вашего университета
What Is MCP and Why Do We Need It?Видео
Quick Demo – Google Drive MCP with Claude Desktop AppВидео
MCP Architecture – Local vs. Remote MCP ServersВидео
Your First Local MCP Server with FastMCP SDK!Видео
Integrating Local MCP Server with Claude Desktop AppВидео
Adding MCP Server ResourceВидео
Adding MCP Server PromptВидео
Understanding and Integrating MCP Servers (Model Context Protocol)DIALOGUE
Build Your First MCP Server in PythonЗадание
03Attacking MCP Servers and AI Apps11 материалов

Attacking MCP Servers and AI Apps

Lab Setup Walkthrough: Our Not-So-Secure MCP ServerВидеоExploiting SSRF in Remote MCP Server ToolВидеоExploiting SSRF on MCP Server Tool – Part 2ВидеоConfused Deputy: MCP Broken Authorization – Part 1ВидеоConfused Deputy: MCP Broken Authorization – Part 2ВидеоIndirect Prompt Injection: Secret Exfiltration via Google AntigravityВидеоDirect Prompt Injection: AI Assistance Chatbot – Part 1ВидеоDirect Prompt Injection: AI Assistance Chatbot – Part 2ВидеоAttacking MCP Servers and AI AppsЗаданиеFull Course Practice AssessmentЗаданиеFull Course AssessmentЗадание