Phala Network Docs
  • Home
    • 👾Phala Network Docs
  • Overview
    • ⚖️Phala Network
      • 💎Phala Cloud
      • 🥷Dstack
      • 🔐GPU TEE
    • 💎PHA Token
      • 🪙Introduction
      • 👐Delegation
        • Delegate to StakePool
        • What is Vault
        • What is Share
        • WrappedBalances & W-PHA
        • Examples of Delegation
        • Use Phala App to Delegate
        • Estimate Your Reward
      • 🗳️Governance
        • Governance Mechanism
        • Join the Council
        • Voting for Councillors
        • Apply for Project Funding
        • Phala Treasury
        • Phala Governance
        • Setting Up an Account Identity
  • Phala Cloud
    • 🚀Getting Started
      • Create Your Phala Cloud Account
      • Your First CVM Deployment
      • Explore Templates
        • Launch an Eliza Agent
        • Start from Template
    • 🪨TEEs, Attestation & Zero Trust Security
      • Attestation
      • Security Architecture
    • 🥷Phala Cloud User Guides
      • Deploy and Manage CVMs
        • Deploy CVM with Docker Compose
        • Set Secure Environment Variables
        • Deploy Private Docker Image to CVM
        • Debugging and Analyzing Logs
          • Check Logs
          • Private Log Viewer
          • Debug Your Application
        • Application Scaling & Resource Management
        • Upgrade Application
        • Deployment Cheat Sheet
      • Building with TEE
        • Access Your Applications
        • Expose Service Port
        • Setting Up Custom Domain
        • Secure Access Database
        • Create Crypto Wallet
        • Generate Remote Attestation
      • Advanced Deployment Options
        • Deploy CVM with Phala Cloud CLI
        • Deploy CVM with Phala Cloud API
        • Setup a CI/CD Pipeline
    • 🚢Be Production Ready
      • CI/CD Automation
        • Setup a CI/CD Pipeline
      • Production Checklist
      • Troubleshooting Guide
      • Glossary
    • 🔒Use Cases
      • TEE with AI
      • TEE with FHE and MPC
      • TEE with ZK and ZKrollup
    • 📋References
      • Phala Cloud CLI Reference
        • phala
          • auth
          • cvms
          • docker
          • simulator
      • Phala Cloud API & SDKs
        • API Endpoints & Examples
        • SDKs and Integrations
      • Phala Cloud Pricing
    • ❓FAQs
  • Dstack
    • Overview
    • Getting Started
    • Hardware Requirements
    • Design Documents
      • Decentralized Root-of-Trust
      • Key Management Service
      • Zero Trust HTTPs (TLS)
    • Acknowledgement
    • ❓FAQs
  • LLM in GPU TEE
    • 👩‍💻Host LLM in GPU TEE
    • 🔐GPU TEE Inference API
    • 🏎️GPU TEE Benchmark
    • ❓FAQs
  • Tech Specs
    • ⛓️Blockchain
      • Blockchain Entities
      • Cluster of Workers
      • Secret Key Hierarchy
  • References
    • 🔐Setting Up a Wallet on Phala
      • Acquiring PHA
    • 🌉SubBridge
      • Cross-chain Transfer
      • Supported Assets
      • Asset Integration Guide
      • Technical Details
    • 👷Community Builders
    • 🤹Hackathon Guides
      • ETHGlobal Singapore
      • ETHGlobal San Francisco
      • ETHGlobal Bangkok
    • 🤯Advanced Topics
      • Cross Chain Solutions
      • System Contract and Drivers
      • Run Local Testnet
      • SideVM
    • 🆘Support
      • Available Phala Chains
      • Resource Limits
      • Transaction Costs
      • Compatibility Matrix
      • Block Explorers
      • Faucet
    • ⁉️FAQ
  • Compute Providers
    • 🙃Basic Info
      • Introduction
      • Gemini Tokenomics (Worker Rewards)
      • Budget balancer
      • Staking Mechanism
      • Requirements in Phala
      • Confidence Level & SGX Function
      • Rent Hardware
      • Error Summary
    • 🦿Run Workers on Phala
      • Solo Worker Deployment
      • PRBv3 Deployment
      • Using PRBv3 UI
      • PRB Worker Deployment
      • Switch Workers from Solo to PRB Mode
      • Headers-cache deployment
      • Archive node deployment
    • 🛡️Gatekeeper
      • Collator
      • Gatekeeper
  • Web Directory
    • Discord
    • GitHub
    • Twitter
    • YouTube
    • Forum
    • Medium
    • Telegram
Powered by GitBook
LogoLogo

Participate

  • Compute Providers
  • Node
  • Community
  • About Us

Resources

  • Technical Whitepaper
  • Token Economics
  • Docs
  • GitHub

More

  • Testnet
  • Explorer
  • Careers
  • Responsible Disclosure

COPYRIGHT © 2024 PHALA.LTD ALL RIGHTS RESERVED. May Phala be with you!

On this page
  • What Sets Phala Apart:
  • How It Works
  • The Solution
  • The Future is Here (Use Cases)

Was this helpful?

Edit on GitHub
  1. Overview

Phala Network

PreviousPhala Network DocsNextPhala Cloud

Last updated 22 days ago

Was this helpful?

Confidential AI Inference stands as a cornerstone for safeguarding sensitive data and ensuring secure AI model execution in Web3. Through the implementation of LLM models within Trusted Execution Environments (TEE), Phala Network delivers private and verifiable AI computations. This robust approach addresses fundamental challenges in the Web3 ecosystem: data privacy protection, secure execution guarantees, and computational verifiability. Such capabilities are essential for applications where the protection of user data and model integrity is paramount.

What Sets Phala Apart:

  • We Don't Trust Any Provider: Our security model goes beyond traditional cloud solutions (e.g., AWS, Azure, GCP). Phala does not trust any cloud platform, hardware provider, or even its users, ensuring true zero-trust.

  • User-Friendly & Affordable: With easy integration, developers can migrate their Web2 software into a zero-trust environment. By using TEE as part of our hybrid infrastructure, developers can select the level of proof they need based on their use case, making the system both flexible and affordable.

  • Web3 Standard Compatibility: Phala is fully decentralized, privacy-focused, and auditable. Our SDK enables your programs to easily integrate with blockchains, providing seamless co-processing and interaction with Web3 systems.

How It Works

  • Phala introduces a new root-of-trust beyond traditional hardware-based models.

  • We implement a combination of TEE, MPC, ZKP (FHE) and blockchain game theory to build this new root-of-trust.

  • Our system offers auditable computation, ensuring that anyone can verify the integrity of execution results, creating a tamper-proof environment.

The Solution

Phala provides a comprehensive suite of tools and infrastructure to make zero-trust computing easy to access, build, and verify:

    • Docker / VM migration into TEE, allowing developers to move existing workloads into a zero-trust environment.

    • Serverless edge functions: Leverage pre-built templates to create serverless, privacy-preserving functions that run in secure TEEs.

  • Easy to Prove: Phala offers on-chain attestation for auditable logs of off-chain computations, ensuring integrity and transparency. Developers can prove the correctness of their computations in a verifiable, decentralized way.

The Future is Here (Use Cases)

  • Web2 to Web3: Easily transition Web2 software to Web3 standards, with seamless connectivity to smart contracts across blockchains.

  • Intelligence-Based Economy: Solutions like MEV, Intent-centric applications. Flashbots uses TEE for decentralized MEV-boost on Ethereum. Uniswap is using TEE to build a DeFi-native Ethereum L2, becoming a hub for liquidity across chains.

  • Defense in Depth: Projects like Lit Protocol (MPC), Zama (FHE), and Scroll (ZKP) use TEE to enhance their security and privacy, strengthening their defenses.

  • Decentralized AI: With NVIDIA's GPU TEEs, decentralized AI platforms like NEAR AI, Sentient, Zero Gravity, Ritual, Morpheus, and Autonolas use TEEs to run LLMs in secure, verifiable, and privacy-focused environments as part of their infrastructure.

Easy Access to Computers: provides access to TEE hardware, including Intel TDX, Intel SGX, AMD SEV, and NVIDIA H100/H200 (TEE), offering secure and verifiable computation at scale. Phala Cloud supports deployment of any Docker application into TEE environments, making it easy to migrate existing workloads to confidential computing.

Easy to Build: is the TEE SDK developed by Phala and Flashbots jointly

⚖️
Phala Cloud
Dstack