OWASP LLM Top 10
41 articles
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…
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…
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…
LLM06 Excessive Agency — Hijacking AI Agents to Take Real-World Actions | AI LLM Hacking Course Day 10
Master LLM06 Excessive Agency in 2026. AI agent hijacking, tool abuse, principle of least privilege for LLMs and real-world action…
Google SAIF — The Secure AI Framework Every Security Team Needs
Google SAIF (Secure AI Framework) explained for 2026. The 6 core principles, how to apply SAIF to your AI deployment,…
LLM04 Data Model Poisoning — Corrupting AI From the Training Phase | AI LLM Hacking Class Day 8
Master LLM04 Data Model Poisoning in 2026. Backdoor attacks, RLHF manipulation, training data contamination and fine-tuning exploitation. Complete Day 8…