AI security lab · Advanced Ctf

ML API Credential Harvesting

Harvest API credentials by exploiting the onboarding assistant's helpfulness during the setup process.

beginnerPro labLLM05 Improper Output Handling
Reward
50 XP
Time
10 to 20 minutes
Solved by
0 learners
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What you will practice

Technique

ml api credential harvesting

OWASP LLM Top 10 (2025)

LLM05 Improper Output Handling

MITRE ATLAS

LLM Meta Prompt Extraction

Collection

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.