LLM Hacking Tutorial — How Security Researchers Break Language Models (2026)

⚠️ Authorised Testing Only: Every technique in this tutorial applies to authorised targets only — your own local models, dedicated practice platforms (Gandalf, HackAPrompt), or systems where you have written authorisation. Running these techniques against systems you don't own is illegal. This is a professional security research tutorial, not an attack guide. The first time I ran a proper LLM security assessment, I used no methodology at all. I just started sending prompts and hoping something interesting happened. Three hours…

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AI Red Team vs Traditional Red Team — The Key Differences Nobody Explains

⚠️ Professional Context: All techniques and methodology discussed here apply to authorised security engagements only. Both traditional red teaming and AI red teaming require explicit written permission from asset owners before any testing begins. I've run traditional penetration tests and I've run AI red team assessments. When I describe my AI red team work to traditional security colleagues, the reaction I get most often is "oh, so basically prompt injection — same deal as web app testing, right?" It's never…

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How to Become AI Red Teamer in 2026 — Full Career Roadmap

⚠️ Professional Context: Career advice here reflects real-world AI security hiring as of 2026. Compensation figures are market estimates based on publicly available data and professional experience. Individual results vary significantly by location, experience level, and employer. Six months ago I posted my AI red team portfolio on GitHub — a documented methodology, three practice assessments, and a write-up of my first real bug bounty finding on an AI system. Within three weeks, I had four inbound messages from hiring…

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How to Perform LLM API Reconnaissance – Mapping the AI Attack Surface Before You Test | Day 20

🤖 AI/LLM HACKING COURSE FREE Part of the AI/LLM Hacking Course — 90 Days Day 20 of 90 · 22.2% complete ⚠️ Authorised Targets Only: LLM API reconnaissance — including directory brute-forcing and JavaScript analysis — must only be performed against applications within your authorised scope. Passive traffic analysis and JavaScript review are always within scope; active brute-forcing requires explicit confirmation that it's permitted in the engagement rules. On an application security assessment last year, the brief listed one AI…

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How to Conduct an AI Agent Security Assessment in 2026 | Day 19

🤖 AI/LLM HACKING COURSE FREE Part of the AI/LLM Hacking Course — 90 Days Day 19 of 90 · 21.1% complete ⚠️ Authorised Targets Only: AI agent security assessment — especially tool hijacking confirmation — must only be performed against authorised targets. Use Burp Collaborator or your own controlled endpoints for all out-of-band callback confirmations. Never trigger real-world agent actions (email sends, file modifications, API calls) against production data during testing without explicit agreement from the engagement contact. The first…

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Msfvenom Tutorial – How to Use Msfvenom to Generate Payloads | Kali Linux Day 27

DAY 27 KALI LINUX COURSE FREE ← Course Hub Day 27 of 180 · Kali Linux Mastery ⚠️ Authorised Use Only. Msfvenom generates real offensive payloads. Use exclusively on systems you own or have written permission to test. All exercises target your own Metasploitable/DVWA labs only. Msfvenom is the payload factory of every serious penetration tester. One command generates a Windows backdoor, a Linux reverse shell, or an Android APK — custom, encoded, and ready to execute. I'm walking you…

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Post-Quantum Cryptography — What Security Teams Must Do Before It’s Too Late

Have you ever thought of what will happen to cryptography(your passwords, encryptions, rsa tokens, auth tokens etc.) when Quantum Computing comes into hands of state actors? My plain-English guide for security teams on what post-quantum cryptography means, what you need to do now, and the NIST standards that define the path forward. What You'll Learn Why quantum computers threaten current encryption What "harvest now, decrypt later" attacks are and why they're happening now The NIST post-quantum cryptography standards and what…

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