Udemy - Securing Agentic AI - Attack and Defend Autonomous Agents

  • CategoryOther
  • TypeTutorials
  • LanguageEnglish
  • Total size795.8 MB
  • Uploaded Byfreecoursewb
  • Downloads5
  • Last checkedJul. 10th '26
  • Date uploadedJul. 10th '26
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Infohash : B6C636A084DE71D7D22607184127BB4459B9DD63

Securing Agentic AI: Attack & Defend Autonomous Agents

https://WebToolTip.com

Published 7/2026
Created by Dr. Amar Massoud
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz, 2 Ch
Level: All Levels | Genre: eLearning | Language: English | Duration: 45 Lectures ( 3h 34m ) | Size: 795.8 MB

Hands-on agent security: prompt injection, tool abuse, least privilege, sandboxing & red-teaming with LangGraph/MCP

What you'll learn
⚡ Map the attack surface of any agentic workflow: tools, memory, plan loop, multi-agent edges
⚡ Exploit prompt injection (direct & indirect), tool/command/SSRF injection, memory poisoning
⚡ Hijack agent plans and trigger denial-of-wallet; defend with execution guards
⚡ Enforce least privilege with permission brokers, MCP scopes, and approval gates
⚡ Secure multi-agent systems (CrewAI/AutoGen) against agent-to-agent injection & confused-deputy
⚡ Sandbox code execution with containers + egress control; defend the tool/MCP supply chain
⚡ Instrument tracing, build runtime guardrails, and run automated red-teaming (Garak, PyRIT)
⚡ Write a governance-grade red-team report mapped to OWASP, ATLAS, NIST, EU AI Act, ISO 42001

Requirements
❗ Python fluency; familiarity with OWASP-style security frameworks
❗ Sandbox code execution with containers + egress control; defend the tool/MCP supply chain

Files:

[ WebToolTip.com ] Udemy - Securing Agentic AI - Attack and Defend Autonomous Agents
  • Get Bonus Downloads Here.url (0.2 KB)
    • ~Get Your Files Here ! 1 - Foundations of Agent Security
    • 1. Section 1 Quiz — Foundations of Agent Security.html (21.5 KB)
    • 1. Welcome — Why Securing Agents Is a New Discipline.mp4 (16.7 MB)
    • 2. Anatomy of an Agent — The Perceive-Plan-Act Loop.mp4 (15.5 MB)
    • 3. The Agent Attack Surface — Where Trust Breaks.mp4 (17.1 MB)
    • 4. Threat Frameworks — OWASP, MITRE ATLAS, NIST AI RMF.mp4 (15.8 MB)
    • 5. Meet TaskPilot — Your Vulnerable Lab Agent.mp4 (13.5 MB)
    • 6. Set Up Your Lab Environment (macOS · Windows · Linux) (Description).html (0.8 KB)
    • 6. Set Up Your Lab Environment (macOS · Windows · Linux).mp4 (17.4 MB)
    • 7. Lab 1 — Build & Map a Vulnerable Agent (TaskPilot).mp4 (14.6 MB)
    • Threat-Model an Agentic Workflow's Attack Surface.html (3.8 KB)
      • labs L1-build-and-map
      • README.md (3.0 KB)
      • SOLUTION.md (2.8 KB)
      • demo.py (2.9 KB)
      • map_attack_surface.py (1.7 KB)
      L2-prompt-injection
      • README.md (2.6 KB)
      • SOLUTION.md (2.2 KB)
      • demo.py (2.1 KB)
      • exploit.py (2.8 KB)
      L3-tool-calling-vulns
      • README.md (2.2 KB)
      • SOLUTION.md (2.3 KB)
      • demo.py (2.1 KB)
      • exploit.py (2.2 KB)
      L4-least-privilege
      • README.md (2.2 KB)
      • SOLUTION.md (2.1 KB)
      • demo.py (1.6 KB)
      • exploit.py (2.2 KB)
      L5-execution-and-memory
      • README.md (2.2 KB)
      • SOLUTION.md (1.8 KB)
      • demo.py (1.6 KB)
      • exploit.py (2.7 KB)
      L6-multi-agent
      • README.md (2.4 KB)
      • SOLUTION.md (2.0 KB)
      • demo.py (1.8 KB)
      • exploit.py (2.8 KB)
      L7-sandboxing
      • README.md (2.2 KB)
      • SOLUTION.md (2.0 KB)
      • demo.py (1.7 KB)
      • exploit.py (2.4 KB)
      L8-capstone
      • README.md (2.4 KB)
      • SOLUTION.md (2.1 KB)
      • demo.py (1.9 KB)
      • redteam-report.md (2.0 KB)
      • redteam.py (5.5 KB)
      • README.md (5.4 KB)
      • docker-compose.yml (2.1 KB)
      • requirements.txt (0.8 KB)
      • taskpilot-demo.html (80.4 KB)
        • taskpilot
        • README.md (2.2 KB)
        • __init__.py (1.1 KB)
        • agent.py (3.9 KB)
        • cli.py (1.0 KB)
        • config.py (3.6 KB)
        • db.py (2.1 KB)
        • defenses.py (2.7 KB)
        • tools.py (7.9 KB)
        tools
        • build-showcase.py (5.3 KB)
        • build-student-zip.sh (1.0 KB)
        • record-showcase.py (5.6 KB)
        • termcast.py (5.5 KB)
        webapp
        • Dockerfile (0.9 KB)
        • README.md (4.6 KB)
        • index.html (15.8 KB)
        • server.py (7.5 KB)
        resources
        • agent-incident-response-runbook.md (2.1 KB)
        • agent-threat-model-template.md (1.7 KB)
        • audit-log-schema.json (1.3 KB)
        • framework-mappings.md (2.7 KB)
        • least-privilege-checklist.md (1.7 KB)
        • secure-tool-design-checklist.md (1.8 KB)
        • setup-commands.md (2.6 KB)
          • setup
          • setup-linux.sh (1.1 KB)
          • setup-macos.command (1.2 KB)
          • setup-windows.ps1 (1.3 KB)
          2 - Prompt Injection in Agent Loops
          • 10. RAG & Memory Poisoning — Persisting the Payload.mp4 (15.3 MB)
          • 11. Defenses I — Spotlighting, Delimiting & Dual-LLM Patterns.mp4 (14.4 MB)
          • 12. Defenses II — Output Handling & Injection Detection.mp4 (24.7 MB)
          • 13. Lab 2 — Indirect Prompt Injection & Defenses.mp4 (36.8 MB)
          • 2. Section 2 Quiz — Prompt Injection in Agent Loops.html (23.3 KB)
          • 8. Direct Prompt Injection — Hijacking the Instruction Channel.mp4 (23.9 MB)
          • 9. Indirect Injection — When Tool Output Becomes a Command.mp4 (12.6 MB)
          • Build a 3-Layer Prompt-Injection Defense for an Agent Loop.html (4.5 KB)
          3 - Tool-Calling Vulnerabilities
          • 14. Secure Tool Design — The Tool Is Your Trust Boundary.mp4 (15.2 MB)
          • 15. Argument & Command Injection in Tools.mp4 (13.2 MB)
          • 16. SSRF, Path Traversal & the Fetch and File Tools.mp4 (16.5 MB)
          • 17. MCP Server Security — Schemas, Descriptions & Trust.mp4 (17.1 MB)
          • 18. Hardening TaskPilot's Tools.mp4 (14.3 MB)
          • 19. Lab 3 — Tool Exploitation → Hardening.mp4 (32.5 MB)
          • 3. Section 3 Quiz — Tool-Calling Vulnerabilities.html (22.8 KB)
          • Redesign an Agent Tool into a Secure Trust Boundary.html (4.3 KB)
          4 - Excessive Agency & Least Privilege
          • 20. The Three Excesses — Functionality, Permissions, Autonomy.mp4 (20.0 MB)
          • 21. Least Privilege for Agents — Capability Scoping.mp4 (12.0 MB)
          • 22. Building a Permission Broker & MCP Scopes.mp4 (13.6 MB)
          • 23. Allow Deny & Approval Patterns the Claude Way.mp4 (13.2 MB)
          • 24. Lab 4 — Least Privilege & Permission Broker.mp4 (36.1 MB)
          • 4. Section 4 Quiz — Excessive Agency & Least Privilege.html (22.7 KB)
          • Write a Least-Privilege Permission Policy for an Agent.html (4.2 KB)
          5 - Multi-Step Execution & Memory Security
          • 25. Plan & Goal Hijacking — Steering the Multi-Step Loop.mp4 (15.4 MB)
          • 26. Memory & State Poisoning Across Se

Code:

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