Bot-Tricks Labs × Arcanum

ARCANUM

Real-world prompt injection scenarios. Simulated. Safe. Educational.

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Blind XSS Through LLM

AI-Triaged Workflow · 4 Levels · Beginner–Advanced

Inject XSS payloads through an AI-triaged workflow and land code execution when an analyst reviews the generated case summary. Realistic target, safe simulated environment with escalating difficulty across four levels.

XSS Blind Injection Live
Launch Lab
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Blind SSRF Through LLM

Research Assistant · 4 Levels · Beginner–Advanced

Manipulate a research assistant into reaching simulated internal services through indirect retrieval chains. Escalate access across four levels of increasing complexity in a safe, simulated environment.

SSRF Retrieval Chain Live
Launch Lab
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Instaglam Account Takeover

Meta / Instagram AI Assistant · Account Recovery Bypass

A simulated social media support assistant with tool-calling capabilities. The attacker uses VPN location spoofing combined with prompt injection to trick the AI into adding a malicious email and sending a password reset token.

Tool Calling Location Spoofing Account Takeover Live
Launch Scenario
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BingBong System Prompt Leak

Bing Chat / Sydney · System Prompt Extraction

A search AI assistant with hidden system instructions and an internal codename. Users discovered that "ignore previous instructions" combined with meta-references to "the text above" could force the model to reveal its entire system prompt.

Direct Injection System Prompt Leak Live
Launch Scenario
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Chevrolite Dollar Deals

Chevrolet / Dealership AI · Price Manipulation

A simulated automotive sales chatbot. A customer prompt-injected the AI into adopting an "agree with anything" persona, then convinced it to sell a $75,000 vehicle for $1 — the real 2023 dealership incident.

Persona Adoption Price Override Live
Launch Scenario
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LinkOut Professional Network

LinkedIn / Enterprise AI · Data Exfiltration

An enterprise recruiting assistant with access to candidate profiles and internal messaging. Prompt injection can be used to extract sensitive hiring data or manipulate outreach campaigns.

Data Exfiltration Enterprise AI Coming Soon
Coming Soon
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VaultBank Customer Service

Banking / FinTech AI · Transaction Manipulation

A banking chatbot with balance inquiry and transfer capabilities. Prompt injection can bypass authentication checks and simulate unauthorized fund transfers or sensitive financial data leaks.

Financial Transaction Coming Soon
Coming Soon
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MediCare Patient Portal

Healthcare / HIPAA AI · PHI Disclosure

A medical assistant with access to patient records and appointment scheduling. Prompt injection can bypass consent checks and simulate unauthorized protected health information (PHI) disclosure.

Healthcare PHI / PII Coming Soon
Coming Soon
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Schlack Meeting Summarizer

Schlack / Enterprise AI · Indirect Prompt Injection

Team meeting summarizer with indirect prompt injection. Exploit the Schlack AI to exfiltrate private channel data through a meeting summary.

Indirect Injection Data Exfiltration