https://github.com/vickydev810/layer8-middleware

Layer8 secures your data when using AI by anonymizing sensitive information before it reaches AI services, then de-anonymizing responses. Works through browser extension, API, or self-hosted Docker solution.
https://github.com/vickydev810/layer8-middleware

Last synced: 11 months ago
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Layer8 secures your data when using AI by anonymizing sensitive information before it reaches AI services, then de-anonymizing responses. Works through browser extension, API, or self-hosted Docker solution.

• Host: GitHub
• URL: https://github.com/vickydev810/layer8-middleware
• Owner: VickyDev810
• Created: 2025-04-12T05:09:04.000Z (about 1 year ago)
• Default Branch: main
• Last Pushed: 2025-07-08T05:55:44.000Z (11 months ago)
• Last Synced: 2025-07-08T06:54:38.547Z (11 months ago)
• Language: Python
• Size: 4.51 MB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# Layer8 — VPN for AI 🛡️🤖

> **AI privacy, as easy as a VPN.**  

> Lock down your AI interactions using hardware-backed enclaves. No logs. No leaks. No compromises.

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## 🔒 What is Layer8?

**Layer8** is a secure AI middleware built for industrial and enterprise users who rely on AI platforms but can't risk exposing sensitive data.

We sit between your AI tool (e.g., ChatGPT, Claude, open-source models) and your input — encrypting everything in real time using **confidential computing** (Intel SGX, AMD SEV, AWS Nitro Enclaves).

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## 🚀 Features

- 🧠 **Bring Your Own LLM (BYO-LLM)** — Works with any AI model you prefer.

- 🔐 **End-to-End Encryption** — Your data stays encrypted even during inference.

- ☁️ **Runs in Secure Enclaves** — No data is stored on disk. Ever.

- 🧩 **Easy Integration** — Drop-in privacy layer with minimal code changes.

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## ⚙️ Tech Stack

| Layer      | Technology Used                     |

|------------|-------------------------------------|

| Compute    | Intel SGX / AMD SEV / AWS Nitro     |

| Backend    | Python			           |

| Middleware | Transparent Proxy / gRPC / REST     |

| Frontend   | Svelte / Tailwind / Vite            |

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## 📦 Use Cases

- 🏭 Industrial AI Assistants

- ⚖️ Legal Document Review

- 🏥 Medical Data Analysis

- 🧾 Finance + LLM workflows

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## 🧪 Getting Started

> _Coming soon_: Deployment guide, enclave setup, and BYO-LLM integration.

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## 🧠 Project Philosophy

> Privacy shouldn’t be a feature — it should be the foundation.  

> Layer8 gives you full AI power, with **zero data compromise**.

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## 👥 Team

Built by a team that actually cares about **data privacy**, **secure compute**, and **usable AI**.

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## 📜 License

MIT

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