Udemy - Securing Agentic AI - Attack and Defend Autonomous Agents

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Udemy - Securing Agentic AI - Attack and Defend Autonomous Agents (Size: 795.8 MB)
  Bonus Resources.txt 102.4 B
  Get Bonus Downloads Here.url 204.8 B
  README.md 5.4 KB
  docker-compose.yml 2.1 KB
  requirements.txt 819.2 B
  taskpilot
  README.md 2.2 KB
  __init__.py 1.1 KB
  agent.py 3.9 KB
  cli.py 1 KB
  config.py 3.6 KB
  db.py 2.1 KB
  defenses.py 2.7 KB
  tools
  build-showcase.py 5.3 KB
  build-student-zip.sh 1 KB
  record-showcase.py 5.6 KB
  termcast.py 5.5 KB
  webapp
  Dockerfile 921.6 B
  README.md 4.6 KB
  index.html 15.8 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
  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
  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
  4 - Excessive Agency & Least Privilege
  20. The Three Excesses — Functionality, Permissions, Autonomy.mp4 20 MB
  21. Least Privilege for Agents — Capability Scoping.mp4 12 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
  5 - Multi-Step Execution & Memory Security
  25. Plan & Goal Hijacking — Steering the Multi-Step Loop.mp4 15.4 MB
  26. Memory & State Poisoning Across Sessions.mp4 15.8 MB
  27. Loop, Recursion & Cost Abuse — Denial of Wallet.mp4 12.6 MB
  28. Execution Guards — Step Limits, Budgets & Checkpoints.mp4 13.2 MB
  29. Lab 5 — Execution & Memory Guards.mp4 15.6 MB
  5. Section 5 Quiz — Multi-Step Execution & Memory Security.html 22.7 KB
  6 - Multi-Agent & Autonomous Systems
  30. Agent-to-Agent Injection — Trust Between Agents.mp4 13.3 MB
  31. The Confused Deputy & Malicious Delegation.mp4 12.7 MB
  32. Orchestration Risk in CrewAI & AutoGen.mp4 12.7 MB
  33. Human-in-the-Loop Gates for Autonomy.mp4 14.7 MB
  34. Lab 6 — Multi-Agent Attack + Human-in-the-Loop.mp4 32.2 MB
  6. Section 6 Quiz — Multi-Agent & Autonomous Systems.html 23.5 KB
  7 - Sandboxing, Isolation & Secure Execution
  35. Sandboxing Code Execution — Threat Model.mp4 14.3 MB
  36. Containers, Seccomp & Egress Control.mp4 14.8 MB
  37. Secrets, Credentials & the Blast Radius.mp4 21.8 MB
  38. Tool & MCP Supply Chain — Malicious Servers.mp4 14.3 MB
  39. Lab 7 — Sandbox the Code-Exec Tool.mp4 26.9 MB
  7. Section 7 Quiz — Sandboxing, Isolation & Secure Execution.html 22.7 KB
  8 - Detection, Monitoring & Governance
  40. Tracing & Observability for Agents with OpenTelemetry.mp4 14.3 MB
  41. Runtime Guardrails — Input, Output & Action Filters.mp4 15.7 MB
  42. Automated Red-Teaming — Garak & PyRIT.mp4 14.1 MB
  43. Governance — NIST AI RMF, EU AI Act, ISO 42001.mp4 14.1 MB
  44. Incident Response & the Capstone Red-Team Report.mp4 15.6 MB
  45. Lab 8 (Capstone) — Defend & Report.mp4 28.9 MB
  8. Section 8 Quiz — Detection, Monitoring & Governance.html 24.2 KB
  9. Final Exam — Securing Agentic AI (30 Q, 70% pass).html 35.6 KB
  Capstone — Produce a Client-Ready Agent Red-Team & Remediation Report.html 6.1 KB
  Write an Egress-Denied Sandbox Spec for an Agent's code_exec Tool.html 4.4 KB
  Threat-Model a Multi-Agent Crew's Trust Boundaries.html 4.2 KB
  Add Execution Guards and Memory Provenance to a Multi-Step Agent.html 4.3 KB
  Write a Least-Privilege Permission Policy for an Agent.html 4.2 KB
  Redesign an Agent Tool into a Secure Trust Boundary.html 4.3 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
  setup-linux.sh 1.1 KB
  setup-macos.command 1.2 KB
  setup-windows.ps1 1.3 KB
  setup-commands.md 2.6 KB
  server.py 7.5 KB
  tools.py 7.9 KB
  taskpilot-demo.html 80.4 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 819.2 B
  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
  L2-prompt-injection
  L3-tool-calling-vulns
  L4-least-privilege
  L5-execution-and-memory
  L6-multi-agent
  L7-sandboxing
  L8-capstone
  README.md 2.4 KB
  SOLUTION.md 2.1 KB
  demo.py 1.9 KB
  redteam-report.md 2 KB
  redteam.py 5.5 KB
  README.md 2.2 KB
  SOLUTION.md 2 KB
  demo.py 1.7 KB
  exploit.py 2.4 KB
  README.md 2.4 KB
  SOLUTION.md 2 KB
  demo.py 1.8 KB
  exploit.py 2.8 KB
  README.md 2.2 KB
  SOLUTION.md 1.8 KB
  demo.py 1.6 KB
  exploit.py 2.7 KB
  README.md 2.2 KB
  SOLUTION.md 2.1 KB
  demo.py 1.6 KB
  exploit.py 2.2 KB
  README.md 2.2 KB
  SOLUTION.md 2.3 KB
  demo.py 2.1 KB
  exploit.py 2.2 KB
  README.md 2.6 KB
  SOLUTION.md 2.2 KB
  demo.py 2.1 KB
  exploit.py 2.8 KB
  README.md 3 KB
  SOLUTION.md 2.8 KB
  demo.py 2.9 KB
  map_attack_surface.py 1.7 KB

Description


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

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