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AI Security Proxy

An AI and security project that sits in front of a model endpoint and checks prompts for injection, hidden reasoning leakage, and secret exposure.

What it does

  • scores prompts for risk
  • redacts secrets and tokens
  • blocks jailbreak-style requests
  • returns a mock AI response for safe prompts
  • shows the full flow in a small web UI

Run locally

pip install -r requirements.txt
uvicorn app.main:app --reload

Open http://127.0.0.1:8000.

AWS

You can deploy it with App Runner, ECS Fargate, or Elastic Beanstalk using the Dockerfile.

About

A security proxy for LLMs that detects prompt injection, CoT leakage, and secret exposure, then redacts or blocks risky requests before they reach the model.

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