AI security lab · Ai Security

Architecture Probing

This model's architecture determines its reasoning capabilities. Use carefully designed math problems to probe the model's architecture — attention patterns, context length, and reasoning depth.

elitePro labLLM08 Vector and Embedding Weaknesses
Reward
500 XP
Time
45 to 90 minutes
Solved by
0 learners
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What you will practice

Technique

Model Behavior Cloning

OWASP LLM Top 10 (2025)

LLM08 Vector and Embedding Weaknesses

MITRE ATLAS

Full ML Model Access

ML Attack Staging

How QbitDojo labs work

  1. 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.

  2. Step 2

    You attack it

    Talk to it like a red teamer would. Craft prompts, chain techniques and use hints if you get stuck.

  3. Step 3

    Capture the flag

    Get the model to reveal the flag to solve the lab, earn XP and climb the leaderboard.

  4. Step 4

    Then defend it

    In labs with Defense Mode, write the hardened system prompt that blocks the attack you just used.