OWASP LLM Top 10
61 articles
AI Privacy Attacks — PII Extraction and Re-Identification Guide | AI LLM Hacking Course Day 37 of 90
Master AI privacy attacks in 2026. PII extraction from LLMs, cross-session data leakage, re-identification via model outputs, GDPR implications and…
Advanced Agentic AI Security 2026 — Multi-Agent Attack Guide | AI LLM Hacking Course Day 36 of 90
Master advanced agentic AI security in 2026. Multi-agent trust boundaries, autonomous agent hijacking, agent-to-agent injection, orchestrator attacks and long-horizon task…
AI Pentesting 2026: The Day Traditional Pentesting Stopped Working | Offensive AI Operator Course Day 1 of 30
AI pentesting in 2026 breaks the assumptions you rely on. See what changed and map an LLM app's real attack…
AI Red Team Lab Setup 2026: Build Your Range in One Hour | Offensive AI Operator Course Day 0 of 30
Build a pinned AI red team lab in one hour — Kali, Docker, Ollama, a vulnerable LLM app, and a…
AI Security Automation 2026 — CI/CD LLM Security Testing Guide | AI LLM Hacking Course Day 35 of 90
Master AI security automation in 2026. Build CI/CD integrated LLM security test suites, automated injection scanners, regression testing pipelines and…
How to Assess Multimodal AI Security in 2026 | AI LLM Hacking Course Day 34 of 90
Master multimodal AI security in 2026. Image prompt injection, visual jailbreaks, OCR-based injection, PDF attack surfaces and vision model security…
How to Identify LLM Denial of Service Vulnerabilities in 2026 | AI LLM Hacking Course Day 33 of 90
Master LLM denial of service attacks in 2026. Token flooding, context window exhaustion, cost amplification attacks, rate limit bypass and…
AI Model Stealing in 2026 — API Probing, Functionality Cloning and IP Extraction | AI LLM Hacking Course Day 32 of 90
Master AI model stealing in 2026. API probing to clone model functionality, embedding extraction, model distillation attacks, IP theft assessment…
How to Test LLM Data Exfiltration Vulnerabilities in 2026 | AI LLM Hacking Course Day 31 of 90
Master LLM data exfiltration in 2026. Covert output channels, URL-based exfiltration, embedding leakage, membership inference attacks and training data extraction.…