AI security lab · Ai Security
This autonomous driving classifier has been poisoned with adversarial examples. A specific visual pattern causes dangerous misclassification of road obstacles.
New here? Create a free account. You will come straight back to this lab.
Part of QbitDojo Pro. Free accounts include 10 labs to start with.
Technique
Data Poisoning Trigger
OWASP LLM Top 10 (2025)
LLM04 Data and Model Poisoning
MITRE ATLAS
Poison Training Data
ML Attack Staging
Step 1
A live AI target
Each lab is a real language model with its own instructions, guardrails and a secret flag it must protect.
Step 2
You attack it
Talk to it like a red teamer would. Craft prompts, chain techniques and use hints if you get stuck.
Step 3
Capture the flag
Get the model to reveal the flag to solve the lab, earn XP and climb the leaderboard.
Step 4
Then defend it
In labs with Defense Mode, write the hardened system prompt that blocks the attack you just used.