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AI Engineering · 300-level

AI Security & Red-Teaming

Sit Chuun — free All modules
AIE-3043 creditselectivebadge: red-teamerprereqs: AIE-301
Start this course — free

Earn the red-teamer credential

What's inside

Sections & lessons

01

Prompt injection fundamentals

  • Direct injection: the simplest way to hijack an agentconcept45 min
02

Jailbreak patterns

  • The recurring shapes of a jailbreak attemptconcept60 min
03

Indirect injection via fetched content

  • When the attack hides inside a document, not the promptconcept60 min
04

Guardrail hardening basics

  • What a guardrail actually checks, and where it failsconcept45 min
05

Build & stress-test a guardrail

  • Writing a check, then firing adversarial samples at itconcept90 min
06

MCP as an attack surface

  • Over-permissioned tools as a security, not just design, problemconcept60 min
07

Attack-defense iteration

  • Every win becomes tomorrow's regression caseconcept60 min
08

Moderation-layer visibility

  • Raw pre-filter output next to what the guardrail actually blockedconcept60 min
09

The Vault: escalating levels

  • Direct → indirect → multi-turn manipulation, level by levelconcept90 min
010

Quiz: attack-pattern recognition

  • Checkpoint on naming the technique behind an exploitconcept30 min
011

Red-Team Dojo attack lab

  • Attacking a target agent inside an isolated sandboxconcept90 min
012

Lab + eval-gate: red-team + regression suite

  • Convert a successful attack into a permanent defense (Red-Teamer badge)concept120 min
Start this course — free
Learn it from the inside

This module's playgrounds

  • MCP Playground

    Coming soon

    Wiretap the protocol traffic between your agent and its tools.

    AiAIE-303BYOK AIDeep
    Play it now

  • Red-Team Dojo

    Coming soon

    Break the model, then watch your attack become a regression test.

    AiAIE-304BYOK AIDeep
    Play it now

  • The Vault

    Coming soon

    Steal the AI's secret, level by escalating level.

    AiAIE-304BYOK AIDeep
    Play it now

  • The Guardrail Builder

    Coming soon

    Write the check that would have caught it. Then test it.

    AiBYOK AIMedium
    Play it now
AI Engineering

Next in this path

Where this specialization goes from here — in (level, code) order.

  • AIE-401

    Evals & Quality Systems

    3 creditscorebadge: evaluator
    Start
  • AIE-402

    LLMOps: Cost, Latency, Observability

    3 creditselectivebadge: operator
    Start
  • AIE-403

    AI System Design

    3 creditselectivebadge: architect
    Start
  • AIE-490

    Capstone: Ship & Evaluate an AI System

    4 creditscapstonebadge: ai-engineer
    Start
Vocabulary

Key concepts in this course

Prompt Injection Jailbreak AI Red-Teaming Least-Privilege Tools Model Context Protocol (MCP)
Optional · watch & try

Go deeper, elsewhere

Hand-picked public explainers and open tools — always optional, never required, never graded.

Prompt Injection Attack Explained For BeginnersDirect vs. indirect injection with concrete worked examples What Is a Prompt Injection Attack?Short, clear framing of the attack surface I Tried 5 Prompt Injection Attacks (Here's What Happened)Live red-team demo attempting real jailbreak/injection patterns Gandalf (Lakera)Free browser game where you practice prompt-injecting a guarded model — attacker's-eye view

This module ends in a gate you can fail.

That's what makes passing it mean something. Sit Chuun, get placed, and start earning.

Sit Chuun — free All modules