RAG Security Testing Simulator

Interactive Retrieval-Augmented Generation attack surface explorer — 100% synthetic data for educational use

Architecture
Attack Vectors
Interactive Tester
Detection Dashboard
Mitigations
A1
👤
User Query
→
A6
🧩
Embedding
→
A3
🗄
Vector DB
→
A4
📄
Retrieved Docs
→
A1,A2
🤖
LLM
→
A5
💬
Response

Click any node to see its attack surface. Badges show which attack vectors apply (A1-A6).

Guardrails enabled
Input sanitization
Output filtering

Retrieved Documents

Run a query to see results...

Constructed Prompt

Prompt will appear here...

Security Score

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LLM Response

Response will appear here...
0
Queries Processed
0
Injections Detected
0
Guardrail Triggers
0
Queries Blocked

Detection Log

[--:--:--] System initialized. Run queries in the Interactive Tester to generate logs.
0 / 15 controls implemented