LLM Hacking
107 articles
15 AI Hacking Tools Every Security Researcher Uses in 2026
The 15 AI hacking tools I use on every security engagement in 2026. Garak, PyRIT, LangChain, Burp Suite and 11…
LLM10 Unbounded Consumption — Token DoS, API Cost Attacks and Model Extraction | Day14
Master LLM10 Unbounded Consumption in 2026. Token-based DoS, API cost inflation, rate limit bypass and systematic model extraction attacks. Complete…
AI Hacking for Beginners — Everything I Wish I Knew When I Started
Complete AI hacking for beginners guide for 2026. I cover the 3 entry paths, 30-day roadmap, real tools, and 7…
How to Hack AI Models — The Complete Ethical Security Guide
Learn how to hack AI models ethically. I cover every major attack category, legal frameworks, lab setup and your first…
LLM09 Misinformation — Testing AI for Harmful False Outputs and Hallucination Exploitation | Day 13
Master LLM09 Misinformation testing in 2026. AI hallucination exploitation, false medical advice, fabricated citations, social pressure compliance and RAG misinformation…
Adversarial Machine Learning — Fooling AI With Crafted Inputs
Adversarial machine learning attacks 2026. Evasion attacks, data poisoning, model inversion, backdoor triggers, and defences against adversarial inputs in production…
LLM08 Vector Embedding Weaknesses — RAG Attack Guide | AI LLM Hacking Course Day 12
Master LLM08 Vector and Embedding Weaknesses in 2026. RAG poisoning, embedding manipulation, retrieval hijacking and cross-user data exposure. Complete Day…
Non-Human Identity Security — How AI Agents Are Breaking IAM
Non-human identity security 2026. How AI agents create IAM challenges traditional identity management wasn't built for, Gartner's guidance, and what…
LLM07 System Prompt Leakage — 15 Extraction Techniques Every AI Red Teamer Needs | Day 11
Master LLM07 System Prompt Leakage in 2026. 15 extraction techniques — direct requests, translation tricks, roleplay framing, token completion and…