Skip to main content
Early Access Now Open

The World Trusts AI
We Train You to BreakDefendSecureMonitor It

The definitive AI security training platform. Hands-on labs, real vulnerable AI applications, and on-demand lab environments.

100+ professionals on the waitlistOn-demand labs4 specialized coursesPractitioner-built
How It Works

Three ways in.
One world-class curriculum.

Every course offers a free demo webinar, a weekend bootcamp session, and a full 8-week programme. Start free. Go deeper when you are ready.

Demo Webinar

Free4-6 hours

Get a hands-on taste of AI security. Each course starts with a free demo webinar covering fundamentals, live demos, and your first lab exercise.

  • 4-6 hours of live, instructor-led training
  • Introduction to core attack techniques
  • 1 guided lab exercise on real AI systems
  • Access to community discussion
  • Participation certificate on completion
Register for Free Demo Webinar

Bootcamp Session

Nominal Fee2-day weekend

Go deeper with a 2-day weekend bootcamp session. Hands-on labs, real attack scenarios, and structured exercises for a meaningful preview of the full course.

  • 2-day weekend live sessions
  • Multiple guided lab exercises
  • Real-world attack & defense scenarios
  • Direct instructor Q&A
  • Participation certificate on completion
Reserve Bootcamp Session Seat
Most Popular

Full Course

Enrolment Fee8 weeks (3 hrs/weekend)

The complete learning experience. 8 weeks of structured, lab-first training with on-demand lab access, real vulnerable AI applications, and two certificates on completion.

  • 8 weeks of live weekend sessions (3 hrs each)
  • Unlimited on-demand lab access
  • Real-world vulnerable AI applications
  • Hands-on projects and capstone exercise
  • Participation certificate on completion
  • Exam clearance certificate on passing final exam
Reserve Your Seat

100+ professionals already signed up. Seats are filling fast — reserve your seat now.

Training Curriculum

Four courses. Every angle covered.

Each course runs 8 weeks with 3-hour weekend sessions, on-demand labs, and real vulnerable AI applications. Start with a free demo webinar.

IntermediateLive + Lab8 weeks

AI Red Teaming Fundamentals

Master offensive AI security testing. Execute prompt injection attacks, extract model capabilities, jailbreak safety-aligned models, and deliver professional red team reports — all against real vulnerable AI applications.

3 hrs/weekend
On-demand labs
Prompt InjectionJailbreakingModel ProbingRed Team Ops
Free demo webinar availableExplore Course
AdvancedLive + Lab8 weeks

AI Defense & Guardrails Engineering

Design and deploy production-grade guardrails, content filters, input validation pipelines, and safety systems for LLM-powered applications. Build defenses that hold up under real adversarial pressure.

3 hrs/weekend
On-demand labs
GuardrailsContent FilteringSafety EngineeringDefense-in-Depth
Free demo webinar availableExplore Course
AdvancedLive + Lab8 weeks

Securing Agentic AI Systems

Deep-dive into autonomous AI agent architectures. Exploit tool poisoning, goal hijacking, memory injection, and multi-turn manipulation. The fastest-growing attack surface in AI — learn to break it and defend it.

3 hrs/weekend
On-demand labs
Agentic AITool PoisoningMCP SecurityGoal Hijacking
Free demo webinar availableExplore Course
IntermediateLive + Lab8 weeks

AI SOC Operations

Build and operate AI-specific threat monitoring pipelines. Detect model abuse, inference attacks, data poisoning attempts, and prompt injection campaigns in real time. Staff your SOC for the AI era.

3 hrs/weekend
On-demand labs
Threat DetectionMonitoringIncident ResponseAI Forensics
Free demo webinar availableExplore Course
On-Demand Labs

Real vulnerable AI apps. On demand.

Cloud-isolated environments pre-loaded with real vulnerabilities. Spin up any lab, any time. Attack, analyze, repeat.

Cloud-isolated, per-user
Full terminal + browser access
Available on-demand, 24/7
lab-001.sudolearning.com
Medium2 hours

Prompt Injection Lab

Exploit a production chatbot to extract system prompts and bypass safety filters

Direct Injection
Indirect Injection
Jailbreaking
Available on-demand
lab-002.sudolearning.com
Hard3 hours

Model Extraction Attack

Reconstruct model behavior through systematic query analysis and boundary mapping

Query Crafting
Boundary Testing
Inference Analysis
Available on-demand
lab-003.sudolearning.com
Expert4 hours

AI Red Team Exercise

Full red team engagement against a multi-modal AI system with tool access

Multi-modal
Tool Abuse
Chain Exploitation
Available on-demand
lab-004.sudolearning.com
Hard3 hours

Agentic AI Hijacking

Compromise an autonomous AI agent by manipulating its tool calls and memory

Tool Poisoning
Memory Injection
Goal Hijacking
Available on-demand
lab-005.sudolearning.com
Medium2.5 hours

Data Poisoning Defense

Detect and remediate training data poisoning in a deployed ML pipeline

Data Validation
Anomaly Detection
Pipeline Hardening
Available on-demand
lab-006.sudolearning.com
Medium2 hours

LLM API Exploitation

Identify and exploit insecure LLM API integrations in a web application

API Enumeration
Injection
Output Manipulation
Available on-demand
lab-007.sudolearning.com
Hard3 hours

Guardrails Bypass Lab

Circumvent production safety filters and content moderation systems on a live AI deployment

Encoding Tricks
Role-play Exploits
Many-shot Attacks
Available on-demand
lab-008.sudolearning.com
Expert3.5 hours

RAG Poisoning Lab

Inject malicious context into a RAG knowledge base to manipulate model outputs at query time

Knowledge Base Injection
Context Manipulation
Output Steering
Available on-demand
from the community

What practitioners are saying.

Finally, training that doesn't insult your intelligence. The prompt injection labs are brutal — in the best possible way.

SC
Sarah Chen
AI Security Lead · Synthesis AI

Our red team went from zero AI-specific skills to running full model extraction exercises in six weeks. Nothing else comes close.

MW
Marcus Webb
Head of Security · Arcadian Labs

The agentic AI module changed how I think about attack surfaces entirely. I had no idea tool poisoning was this accessible to adversaries.

PS
Priya Sharma
Principal Pentester · NCC Group

sudolearning is what SANS would build if they actually understood LLMs. Rigorous, current, and mercifully light on filler.

JR
Jordan Rivers
CISO · Epoch Systems

Finally, training that doesn't insult your intelligence. The prompt injection labs are brutal — in the best possible way.

SC
Sarah Chen
AI Security Lead · Synthesis AI

Our red team went from zero AI-specific skills to running full model extraction exercises in six weeks. Nothing else comes close.

MW
Marcus Webb
Head of Security · Arcadian Labs

The agentic AI module changed how I think about attack surfaces entirely. I had no idea tool poisoning was this accessible to adversaries.

PS
Priya Sharma
Principal Pentester · NCC Group

sudolearning is what SANS would build if they actually understood LLMs. Rigorous, current, and mercifully light on filler.

JR
Jordan Rivers
CISO · Epoch Systems

I've completed dozens of security programmes. This is the only one where I genuinely learned something new in every single module.

AT
Alex Torres
Staff Security Engineer · Veritas AI

The RAG poisoning lab alone was worth the waitlist. Watching the model output manipulated context in real time is eye-opening.

YT
Yuki Tanaka
ML Security Researcher · Independent

We ran an AI security audit for a Fortune 500 client two weeks after finishing the red teaming course. The labs made the difference.

DM
Danielle Moore
Partner, Offensive Security · Crimson Vector

This is the curriculum I wish existed when I started in AI security three years ago. Saved me hundreds of hours of piecing things together.

RO
Remy Okafor
AI Red Team Lead · Sentinel AI

I've completed dozens of security programmes. This is the only one where I genuinely learned something new in every single module.

AT
Alex Torres
Staff Security Engineer · Veritas AI

The RAG poisoning lab alone was worth the waitlist. Watching the model output manipulated context in real time is eye-opening.

YT
Yuki Tanaka
ML Security Researcher · Independent

We ran an AI security audit for a Fortune 500 client two weeks after finishing the red teaming course. The labs made the difference.

DM
Danielle Moore
Partner, Offensive Security · Crimson Vector

This is the curriculum I wish existed when I started in AI security three years ago. Saved me hundreds of hours of piecing things together.

RO
Remy Okafor
AI Red Team Lead · Sentinel AI

The agentic AI module changed how I think about attack surfaces entirely. I had no idea tool poisoning was this accessible to adversaries.

PS
Priya Sharma
Principal Pentester · NCC Group

sudolearning is what SANS would build if they actually understood LLMs. Rigorous, current, and mercifully light on filler.

JR
Jordan Rivers
CISO · Epoch Systems

Finally, training that doesn't insult your intelligence. The prompt injection labs are brutal — in the best possible way.

SC
Sarah Chen
AI Security Lead · Synthesis AI

Our red team went from zero AI-specific skills to running full model extraction exercises in six weeks. Nothing else comes close.

MW
Marcus Webb
Head of Security · Arcadian Labs

The agentic AI module changed how I think about attack surfaces entirely. I had no idea tool poisoning was this accessible to adversaries.

PS
Priya Sharma
Principal Pentester · NCC Group

sudolearning is what SANS would build if they actually understood LLMs. Rigorous, current, and mercifully light on filler.

JR
Jordan Rivers
CISO · Epoch Systems

Finally, training that doesn't insult your intelligence. The prompt injection labs are brutal — in the best possible way.

SC
Sarah Chen
AI Security Lead · Synthesis AI

Our red team went from zero AI-specific skills to running full model extraction exercises in six weeks. Nothing else comes close.

MW
Marcus Webb
Head of Security · Arcadian Labs

We ran an AI security audit for a Fortune 500 client two weeks after finishing the red teaming course. The labs made the difference.

DM
Danielle Moore
Partner, Offensive Security · Crimson Vector

This is the curriculum I wish existed when I started in AI security three years ago. Saved me hundreds of hours of piecing things together.

RO
Remy Okafor
AI Red Team Lead · Sentinel AI

I've completed dozens of security programmes. This is the only one where I genuinely learned something new in every single module.

AT
Alex Torres
Staff Security Engineer · Veritas AI

The RAG poisoning lab alone was worth the waitlist. Watching the model output manipulated context in real time is eye-opening.

YT
Yuki Tanaka
ML Security Researcher · Independent

We ran an AI security audit for a Fortune 500 client two weeks after finishing the red teaming course. The labs made the difference.

DM
Danielle Moore
Partner, Offensive Security · Crimson Vector

This is the curriculum I wish existed when I started in AI security three years ago. Saved me hundreds of hours of piecing things together.

RO
Remy Okafor
AI Red Team Lead · Sentinel AI

I've completed dozens of security programmes. This is the only one where I genuinely learned something new in every single module.

AT
Alex Torres
Staff Security Engineer · Veritas AI

The RAG poisoning lab alone was worth the waitlist. Watching the model output manipulated context in real time is eye-opening.

YT
Yuki Tanaka
ML Security Researcher · Independent
Reserve Your Seat

100+ professionals
already signed up.

Seats are filling fast. Join the waitlist to get priority enrolment, early access pricing, and first entry to on-demand labs.

Every course starts with a free demo webinar — no commitment required.

FAQ

Questions we get asked a lot.

Everything you need to know before getting started with AI security training.

AI red teaming is the practice of probing AI systems — particularly large language models (LLMs) — to find vulnerabilities, weaknesses, and misuse vectors before adversaries do. Unlike traditional penetration testing, AI red teaming covers prompt injection, model extraction, agentic hijacking, data poisoning, and jailbreaking. It matters because AI systems are being deployed in production at scale, and most organisations lack the expertise to evaluate their real security posture.

Prompt injection is an attack where a malicious input overrides or manipulates the instructions given to an LLM. Direct injection targets user-facing prompts; indirect injection embeds malicious content in documents, emails, or web pages the model processes. It is ranked #1 in the OWASP LLM Top 10 because it is easy to execute, difficult to fully defend against, and can lead to data exfiltration, safety filter bypass, and full system compromise in agentic deployments.

No. Our courses are built for security professionals — pentesters, red teamers, security engineers, and SOC analysts — who want to extend their skills to AI systems. You do not need a background in machine learning, data science, or statistics. If you understand how APIs work and are comfortable with a terminal, you have the prerequisites for most of our programmes.

Every course follows a three-tier model. Start with a free 4-6 hour demo webinar to experience the fundamentals. Continue with a 2-day weekend bootcamp session for deeper hands-on exposure. The full course runs 8 weeks with 3-hour live weekend sessions, unlimited on-demand lab access, real-world vulnerable AI applications, and a capstone project. You receive a participation certificate on completion, and an exam clearance certificate when you pass the final assessment.

Each course awards two types of certificates. A participation certificate is issued on completion of the full programme. An exam clearance certificate is awarded when you pass the final assessment, validating that you can apply the skills operationally. Both are issued by sudolearning and reflect real-world competency, not just seat time.

Traditional cybersecurity covers web vulnerabilities, network attacks, and software exploitation. AI security covers a fundamentally different attack surface: the model itself. Prompt injection exploits the blurred boundary between instructions and data. Model extraction reconstructs proprietary AI assets through query analysis. Agentic hijacking compromises autonomous AI agents through tool manipulation. These require understanding how language models work — knowledge traditional security training does not provide.

Lab environments are cloud-isolated, per-user instances pre-loaded with real AI vulnerabilities. You get full terminal and browser access with no shared environments. Labs are available on-demand, 24/7 — spin up whenever you want to practice. They include prompt injection against production-style chatbots, model extraction exercises, full red team engagements against multi-modal AI systems, agentic hijacking scenarios, RAG poisoning, and guardrails bypass challenges.

Fill in the waitlist form to reserve your seat. 100+ security professionals have already signed up and seats are filling fast. Waitlist members receive priority enrolment, early access pricing, and first entry to on-demand labs. Every course starts with a free demo webinar, so you can try before you commit to the full programme.