Free AI Security Training
How AI systems are attacked and defended, the tools that test them and the careers they open — 162 short videos and 97 guides, free.
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AI security
How AI works, for security people
The kinds of AI and where security teams use them.
Types of AI Explained: Interactive GuideFree tool · app.stationx.net
10 Examples of AI in Cyber SecurityArticle · stationx.net · 17 min read
How AI Benefits Cyber Security (and the Risks)Article · stationx.net · 13 min read
Everyone's Watching the Wrong AI StoryArticle · app.stationx.net · 13 min read
Agentic AI & Coding Tools: MappedFree tool · app.stationx.net
8 AI Tools That Are Changing CybersecurityVideo · 1 min
311 AI Tools, Mapped in One PlaceVideo · 1 min
Finally Understand AI in One MapVideo · 1 min
The Free Tool That Makes AI Finally ClickVideo · 1 min
AI security
Attacks on AI
Every major attack on an AI system, each with a short video — and the section of the full guide it comes from.
AI Attacks Explained: 23 TypesArticle · app.stationx.net · 28 min readEvery attack type with a short video each — data poisoning to chain-of-thought attacks.
Prompt Injection Examples & Attack TechniquesFree tool · app.stationx.net
AI Social Engineering: The Con Man That Never SleepsArticle · app.stationx.net · 23 min read
How to Use AI for Social EngineeringArticle · stationx.net · 13 min read
AI Cybersecurity Threats: Are Attacks Rising?Article · app.stationx.net · 11 min read
Deepfake Statistics: Growth, Fraud & Detection DataArticle · app.stationx.net · 38 min read
Beware Deepfake Voice ScamsArticle · stationx.net · 4 min read
6 Prompt Injection Examples You Need to KnowVideo · 3 min
What Is AI Recommendation Poisoning?Video · 3 min
What Is Data Poisoning?Video · 2 min
What Is Model Poisoning?Video · 2 min
What Is an AI Backdoor?Video · 2 min
What Is an AI Trojan?Video · 2 min
What Is a Transfer Learning Attack?Video · 2 min
What Is Direct Prompt Injection?Video · 3 min
What Is Indirect Prompt Injection?Video · 3 min
What Is AI Jailbreaking?Video · 3 min
What Is Guardrail Bypassing?Video · 2 min
What Is an Adversarial Attack?Video · 2 min
What Is an AI Bias Attack?Video · 2 min
What Is Model Skewing?Video · 2 min
What Is AI Model Theft?Video · 2 min
What Is an AI Model Inversion Attack?Video · 2 min
What Is a Membership Inference Attack?Video · 2 min
What Is AI Sensitive Information Disclosure?Video · 2 min
How Hackers Hijack AI With One SentenceVideo · 3 min
What Is Insecure Plugin Design?Video · 2 min
What Is AI Plugin Exploitation?Video · 1 min
What Is an AI Supply Chain Attack?Video · 2 min
What Is Excessive Agency?Video · 2 min
What Is an Output Integrity Attack?Video · 2 min
What Is Insecure Output Handling?Video · 2 min
What Is AI Denial of Service?Video · 1 min
What Is AI Overreliance?Video · 2 min
Anthropic's Own Model Tried to Poison PyPIVideo · 1 min
Anyone Can Build an AI Con Man NowVideo · 2 min
A Deepfake Video Call Just Cost a Company $25.6 MillionVideo · 1 min
82 Prompt Injection Techniques, Mapped (Free Tool)Video · 1 min
82 Ways to Break Any AI (Free Library)Video · 1 min
The Chinese AI Bias Test That Still WorksVideo · 2 min
How to Steal an AI Model in 3 StepsVideo · 3 min
Can Hackers Silently Corrupt Your AI?Video · 3 min
Are Hackers Using Your Posts?Video · 2 min
AI PoisoningVideo · 2 min
Can AI Be Tricked Into Deleting Your Database?Video · 2 min
Can AI Be Accidentally Racist?Video · 2 min
Can a Chatbot Make a Promise Your Company Has to Keep?Video · 2 min
Your AI Chatbot Has Keys to EverythingVideo · 3 min
Your AI Is Making Things UpVideo · 3 min
AI Attacks Learn While They Hit YouVideo · 2 min
The Rise of Fake AI Videos (Don’t Fall for These Tricks!)Video · 1 min
Hacking with AI Voice CallingVideo · 1 min
AI security
Defending LLMs and AI agents
Guardrails, governance and the controls that keep an LLM application safe.
LLM Security Best Practices: 7 StepsArticle · app.stationx.net · 22 min read
AI Guardrails: How to Build AI You Can TrustArticle · app.stationx.net · 19 min read
AI Agent SecurityArticle · app.stationx.net · 15 min read
Shadow AI: What Works to Reduce the RiskArticle · app.stationx.net · 25 min read
AI Governance Framework: 10 Questions to AskArticle · app.stationx.net · 31 min read
AI's Dual-Use Problem Has 6 Proposed Fixes. Most Won't WorkArticle · app.stationx.net · 24 min read
AI Regulation News: Who Really Controls AI NowArticle · app.stationx.net · 17 min read
9 AIs Read the New AI Rules. All Found the Same HoleArticle · app.stationx.net · 60 min read
AI Watermarking: Can It Really Stop AI Misuse?Article · app.stationx.net · 24 min read
Shadow AI Statistics: Adoption, Cost, and Real RiskArticle · app.stationx.net · 32 min read
AI Is About to Forget How to Hack (On Purpose)Article · app.stationx.net · 15 min read
AI Regulations Around the World: Full 2026 BreakdownArticle · app.stationx.net · 14 min read
What Is a Prompt Firewall?Video · 2 min
AI Governance: 10 Questions You Must AskVideo · 21 min
6 Prompt Firewalls That Stop Your AI Being HijackedVideo · 1 min
6 Tools to Find the Shadow AI Your Staff Are Already UsingVideo · 1 min
6 Tools to Secure Your AI Agents, MCP Servers and SkillsVideo · 1 min
The OWASP Top 10 for LLM AppsVideo · 1 min
3 Rules for Running AI Models SafelyVideo · 2 min
What You Type Into ChatGPT Is Now Court EvidenceVideo · 3 min
3 Words That Fix Your Security PromptsVideo · 2 min
The AI Security Mistake Every Company MakesVideo · 2 min
Stop Treating AI Like Normal SoftwareVideo · 2 min
59% of Employees use unapproved AI at workVideo · 1 min
AI security
Tools that test AI
Open-source scanners and red-team kits, tested.
AI Red Teaming ToolsArticle · app.stationx.net · 29 min read
AI Security Tools MappedFree tool · app.stationx.net
Garak Tutorial: NVIDIA's LLM ScannerArticle · app.stationx.net · 16 min read
PyRIT Tutorial: Microsoft's AI Red Team ToolkitArticle · app.stationx.net · 15 min read
Promptfoo Tutorial: Test LLM Security in CI/CDArticle · app.stationx.net · 18 min read
Giskard Tutorial: Scan Your LLM for LeaksArticle · app.stationx.net · 27 min read
DeepTeam GuideArticle · app.stationx.net · 22 min read
Prompt Injection Testing With a Free ToolArticle · app.stationx.net · 28 min read
NeMo Guardrails TutorialArticle · app.stationx.net · 23 min read
LLM Guard Is Archived: What to Use InsteadArticle · app.stationx.net · 14 min read
7 Categories of AI Security Tools Every Defender Should KnowVideo · 1 min
We Mapped the 237 AI Security Tools That Fight BackVideo · 1 min
The Top AI Security Tools, by CategoryVideo · 1 min
6 Tools to Catch Deepfakes (Video, Voice and Images)Video · 1 min
7 Free Tools to Hack (and Secure) Any LLMVideo · 1 min
I tested NVIDIA's AI skill scanner. Honest verdict.Video · 2 min
AI security
AI in security operations
Using AI for defence and testing — and its limits.
How to Use ChatGPT and AI for Cyber SecurityArticle · stationx.net · 16 min read
Top Cyber Security GPTs and How to Use ThemArticle · stationx.net · 11 min read
What Is Microsoft Security Copilot?Article · stationx.net · 17 min read
AI Penetration Testing: Hype or Real?Article · app.stationx.net · 14 min read
Jev AI for Cybersecurity: We Tested It on Real WorkArticle · app.stationx.net · 38 min read
AI-Driven Penetration Testing: I Watched It Break InArticle · app.stationx.net · 13 min read
Secure Code Review Checklist + AI WorkflowArticle · app.stationx.net · 25 min read
Best AI for Hacking? How to Actually ChooseArticle · app.stationx.net · 23 min read
How OpenAI's AI Hacked Hugging Face: Full BreakdownArticle · app.stationx.net · 22 min read
AI in Cybersecurity Statistics: Facts & TrendsArticle · app.stationx.net · 40 min read
Sec & AI News: The Weekly DigestArticle · app.stationx.netThe weekly AI and security news digest: every issue in one place, each with what it means for defenders.
PHP2Shell: 2 Hours With AI Agents vs Days for a TeamArticle · app.stationx.net · 11 min read
My AI Hacked a Plugin Running on 4M WordPress SitesVideo · 9 min
AI Found a 27-Year-Old Bug Every Human Missed. Your First Cyber Job Scores 5 Out of 100Video · 2 min
You Vibe-Coded an App. 7 Free Scanners Find the Holes FirstVideo · 1 min
Anthropic's AppSec Team Uses Claude As Their Primary ToolVideo · 1 min
One Sentence, Five AI Agents, a Full Security ReviewVideo · 2 min
OpenAI's Own AI Agent Just Broke Into Australia's Medicare PortalVideo · 1 min
My AI Logged Into a WordPress Site With No PasswordVideo · 3 min
Spain Logged the First Breach Carried Out by an AI AgentVideo · 1 min
Security Work That Took Weeks Now Takes MinutesVideo · 1 min
OpenAI Just Rated Its Own Model Critical for Cyber AttacksVideo · 1 min
OpenAI Stopped Training Its Own Model Because It Got Too Good At HackingVideo · 1 min
You Heard an AI Hacked Hugging Face. Nobody Showed You How.Video · 1 min
6 AI Tools That Pen-Test on Their OwnVideo · 1 min
The 7 Tools on Our AI Pentest RigVideo · 1 min
3 AI Labs Broke Into Real CompaniesVideo · 1 min
How We Find Real Bugs With AI (Not Noise)Video · 1 min
7 Security Rules We Make Our AI EnforceVideo · 1 min
How We Use Hooks to Govern Git and AIVideo · 2 min
The 7 Tools Automating the SOCVideo · 1 min
Build a Recon Agent: OSINT to Live Targets in 7 StepsVideo · 1 min
The Proven Way to Find Security Bugs With AIVideo · 1 min
7 Claude Code Prompts That Find Real Security BugsVideo · 1 min
9 Terminal AI Agents That Do Security Work for YouVideo · 1 min
Build a DFIR Agent That Does the Boring Parts PerfectlyVideo · 1 min
Build a Code Review Agent That Finds More Bugs Than Any ToolVideo · 1 min
Build a Web Pentest Agent That Proves Every Hit (7 Steps)Video · 1 min
How to Remove Security Bugs From Code Using AIVideo · 1 min
Can AI Actually Pentest For You?Video · 3 min
AI Found 500 Vulnerabilities. You're Not Allowed To.Video · 5 min
AI security
Careers and certifications
The AI security roles, what they pay, and the certification that proves it.
Best AI Cybersecurity CertificationsArticle · app.stationx.net · 18 min read
SecAI+ vs Security+Article · stationx.net · 16 min read
AI-Driven Cyber Security Jobs: Who's HiringFree tool · app.stationx.net
Every CompTIA SecAI+ Objective ExplainedArticle · app.stationx.net · 12 min read
AI Won't Just Replace Your Job. It's Worse.Article · app.stationx.net · 12 min read
I Scored 3,500 Jobs. These 6 Cyber Skills Win.Article · app.stationx.net · 16 min read
Highest Paying Cybersecurity Jobs: 10 AI-Safe RolesArticle · app.stationx.net · 17 min read
Will AI Replace Cybersecurity Jobs? 5 Roles It Can'tArticle · app.stationx.net · 15 min read
Future of Cybersecurity: 3 Things AI Just BrokeArticle · app.stationx.net · 17 min read
These Tech Jobs Are Evolving Into $900K Monsters!Article · app.stationx.net · 13 min read
AI-Driven Businesses: You Can Build More Than a CareerArticle · app.stationx.net · 20 min read
Bank Cyber Security Jobs: Do You Still Qualify?Article · app.stationx.net · 15 min read
FAANG Cyber Security Jobs: Do You Still Qualify?Article · app.stationx.net · 14 min read
AI Just Handed You the Biggest Career Opportunity of Your LifeArticle · app.stationx.net · 13 min read
The AI Layoff Trap: Why No CEO Can Stop ItArticle · app.stationx.net · 18 min read
SecAI+ vs Security+: Which One Do You Need?Video · 15 min
5 Cyber Security Jobs AI Can't KillVideo · 19 min
Even A Plain SOC Analyst Job Now Demands LLM SkillsVideo · 1 min
Every CompTIA SecAI+ Objective ExplainedVideo · 20 min
7 Cyber Jobs Ranked by How Safe They Are From AIVideo · 1 min
Elite Hackers Already Made This Shift. Almost Nobody Else HasVideo · 1 min
These Job Specs Name The AI Tool, Not Just "AI ExperienceVideo · 1 min
The Cyber Security Roles That Score GREEN on AI RiskVideo · 1 min
One Fortune 500 Company Runs Its SOC With Zero Junior AnalystsVideo · 2 min
6 AI Security Jobs You Can Do From Home, Up To $485KVideo · 1 min
Nobody has these skills yet. Six architect roles paying up to $366K for them.Video · 1 min
These Tech Jobs Are Evolving Into $900K Monsters!Video · 11 min
A Hedge Fund, A Pharma Giant, And A Ratings Agency Are Hiring AI SecurityVideo · 1 min
Zeta Global pays more than Apple for the same skill. Almost nobody is applying.Video · 1 min
I Scored 3,500 Jobs. These 6 Cyber Skills Win.Video · 14 min
Will AI Replace Front End Developers? Survival score: 13.5/100Video · 1 min
The 6 Highest Paid AI Security Jobs We FoundVideo · 1 min
Roblox will pay $385K for a security engineer. Discord, Pinterest and Adobe want the same skill.Video · 1 min
Will AI Replace QA Testers? Survival score: 11.5/100Video · 1 min
Will AI Replace Web Developers? Survival score: 9.6/100Video · 1 min
6 AI-Driven Cyber Security Jobs, And What They PayVideo · 1 min
TryHackMe is training you for a dead jobVideo · 2 min
Will AI Replace Tier 1 SOC Analysts? Survival score: 5.4/100Video · 1 min
AI Won't Just Replace Your Job. It's Worse.Video · 13 min
7 AI Cyber Jobs Paying up to $280K — Are You Ready?Video · 1 min
Every previous AI wave hit one industry. This one hits allVideo · 2 min
Will AI Replace WordPress Developers? Survival score: 7.1/100Video · 1 min
Will AI Replace Mobile Developers? Survival score: 23.5/100Video · 1 min
Which AI Security Cert Actually Gets You Hired?Video · 1 min
This Free Tool Scores 31 Cyber Careers by How AI-Proof They AreVideo · 1 min
Will AI Replace Vulnerability Analysts? Survival score: 16.7/100Video · 1 min
7 Cyber Jobs AI Can't Replace (And What They Pay)Video · 1 min
7 AI-Proof Cyber Security Jobs (Up to $280K)Video · 1 min
7 AI-Proof Cyber Jobs for a Career ChangeVideo · 1 min
Don't Be the Pentester AI Replaces — Do ThisVideo · 1 min
Will AI Replace Junior Penetration Testers? (6/100)Video · 2 min
10 Highest Paying Cybersecurity Jobs (AI Safe)Video · 26 min
The Future of Cybersecurity Just ChangedVideo · 17 min
AI security
Run models yourself: local LLMs and APIs
Run AI models on your own machine or for free, and what that means for security.
Best Local LLM (Updated Monthly)Article · app.stationx.net · 14 min read
Free LLM API: Run 120+ AI Models for $0Article · app.stationx.net · 21 min read
Open Weight Models: A Security GuideArticle · app.stationx.net · 20 min read
LLM Limitations: Why the Flaws Won't Stop AdoptionArticle · app.stationx.net · 15 min read
Is DeepSeek Safe? Should You Use Chinese AI at All?Article · app.stationx.net · 15 min read
Self-Hosted AI: I Spend $1,000 a Month on Claude. Worth It?Article · app.stationx.net · 18 min read
Claude Opus 5.5 Review: Fable 5.1 Power for 60% LessArticle · app.stationx.net · 18 min read
GPT-6 Astra Review: We Tested What It RefusesArticle · app.stationx.net · 15 min read
Claude Fable 5.1 Review: Still a Security Nightmare?Article · app.stationx.net · 18 min read
GPT-5.6 Sol: The Hacking AI That Escaped Its SandboxArticle · app.stationx.net · 16 min read
Use Claude Code With Other Models: GLM, DeepSeek, GPTArticle · app.stationx.net · 9 min read
Claude Opus 5 Review: Everything NewArticle · app.stationx.net · 15 min read
Claude Code Router Review: Is It Safe?Article · app.stationx.net · 21 min read
9router Review: Is It Safe? A Security AuditArticle · app.stationx.net · 19 min read
Claude Opus 4.8 Review: Everything NewArticle · app.stationx.net · 14 min read
Claude Opus 4.7 Review: Everything NewArticle · app.stationx.net · 13 min read
Claude Code Ollama: Run It Locally FreeArticle · app.stationx.net · 42 min read
Which AI Is Best? 7 Leaderboards, 7 Different TestsVideo · 1 min
7 Ways to Run AI Offline (Your Data Never Leaves Your Laptop)Video · 1 min
The DeepSeek censorship test everyone uses is deadVideo · 2 min
Beijing just admitted Chinese AI cannot be trustedVideo · 1 min
I Spend $800 a Month on Claude. So I Built My Own AI.Video · 22 min
Chinese AI: Cloud Spies, Local Doesn'tVideo · 2 min
The Hardware You Need to Run AI LocallyVideo · 1 min
Scared of Chinese AI? China Is TooVideo · 1 min
Should You Use Chinese AI? Security Expert AnswersVideo · 10 min
Claude Fable 5 is a nightmare for cyber securityVideo · 2 min
Claude Opus 4.6 — Beats Humans, Reads Your Entire CodebaseVideo · 3 min
WARNING — The Only SAFE Way to Run DeepSeekVideo · 3 min
AI security
AI-driven security engineering
Directing AI to build security solutions — where all of this leads.
AI-Driven EngineeringArticle · app.stationx.net · 10 min read
Agentic Engineering: How to Work 10-40x Faster With AIArticle · app.stationx.net · 16 min read
SX-AIE: StationX Certified AI-Driven Security EngineerArticle · app.stationx.net · 12 min read
How to Build an AI AgentArticle · stationx.net · 12 min read
Claude Code Mods: The Complete Guide + 34 VideosArticle · app.stationx.net · 57 min read
Agentic OS: 16 AI Assistants Ranked by TierArticle · app.stationx.net · 33 min read
Claude Code Skills: 8 Rules From 17,000 Real SessionsArticle · app.stationx.net · 22 min read
AI Can Copy Any App Now. 40 Years of Protection, GoneArticle · app.stationx.net · 16 min read
My Voice-to-Text Setup for Talking to AI Every DayArticle · app.stationx.net · 13 min read
Claude Code Updates: SeptemberArticle · app.stationx.net · 11 min read
Graph Engineering Explained: Multi-Agent OrchestrationArticle · app.stationx.net · 25 min read
Reduce Claude Code Token Usage: 8 Proven WaysArticle · app.stationx.net · 17 min read
scriptc: TypeScript to Native Binaries, No Node RequiredArticle · app.stationx.net · 15 min read
Agentic Coding: What It Is and Why It Still Needs YouArticle · app.stationx.net · 17 min read
AI Writing Patterns: We Built a Detector to Test the ClaimArticle · app.stationx.net · 11 min read
How to Optimize Your Claude Code Skills (Without Guessing)Article · app.stationx.net · 12 min read
AI PCB Design: My AI Tried to Make Itself PhysicalArticle · app.stationx.net · 21 min read
Loop Engineering: New Paradigm or Rebranded Cron?Article · app.stationx.net · 13 min read
Will AI Kill Your Cyber Security SaaS? Score Your Moat in 10 QuestionsArticle · app.stationx.net · 17 min read
Karpathy's Agentic Engineering, ExplainedVideo · 22 min
The AI Is Not the Clever Part. The System IsVideo · 2 min
One Skill, Three Careers: Expert, Consultant or FounderVideo · 3 min
AI-Driven Engineering Is Learnable. Start This Week for $20Video · 3 min
AI Can Copy Any App Now. 40 Years of Protection, GoneVideo · 12 min
3 Ways to Cut Your Claude Code BillVideo · 2 min
The real skill is not prompting. It is thisVideo · 2 min
9 AI Coding Agents That Run From Your TerminalVideo · 1 min
Vibe coding is one instrument. Shipping is a symphonyVideo · 2 min
9 Frameworks You Actually Build AI Agents WithVideo · 1 min
Vibe coding is dead. This replaces itVideo · 2 min
Coding was never the hard partVideo · 2 min
AI just did 2 days of senior engineer work — aloneVideo · 2 min
AI just replaced your engineering teamVideo · 2 min
The 1.6% Truth About Claude CodeVideo · 2 min
Vibe Coding is Dead. Here's What Replaces It.Video · 13 min
Advanced
AI-Driven Security Engineering
Become the Cyber Security Expert the AI Era Needs.
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The 259 free items on this page — and every other free lesson, video and guide — open once you have a free StationX account. No card, no trial.