confidential-computing-zoo

Confidential Computing Zoo (CCZoo) is a collection of code-ready reference solutions, which can be used as a copy-paste developer guide, demonstrating how to apply modern security technologies to real-life cloud business scenarios, in order to facilitate the developers to build their own end-to-end Confidential Computing solutions more easily. Some of the solutions are also validated on the public cloud services, such as Alibaba Cloud, Tencent Cloud, AWS, Azure, etc. Please see Cloud Deployment.

The concerned modern security technologies are (but not limited to): TEE (Trusted Execution Environment, such as Intel® SGX and TDX), HE (Homomorphic Encryption) and its hardware accelerations, Remote Attestation, LibOS, cryptographic and its hardware accelerations. The concerned business scenarios are (but not limited to): cloud native AI inference, vertical and horizontal federated learning, big data analytics, key management, RPC (Remote Process Call, such as gRPC), etc.

CCZoo maintains a live table, as below, to indicate the correlations between business usages (rows) and security technologies (columns). Each hyperlink will direct you to the document section that explains the corresponding details and then guides you to the source codes. Enjoy!

Solution List (Solution to Component Correlation)

Incubating Component Projects

Besides reference solutions, CCZoo is also incubating new projects of key security components that are commonly used by multiple CCZoo reference solutions. Once any of them is proven useful enough and stable enough via a thorough validation with CCZoo reference solutions running on various public cloud services, it will graduate from CCZoo and evolve to a standalone project.

Cloud Deployment

Solutions and incubating component projects in CCZoo are constantly extended to be validated in public clouds to verify the versatility, stability, robustness. We will provide detialed configurations of each public clouds for reference, and notes of the diversity in each cloud for easy delopyment.

Below table shows solutions and component projects validated in public clouds. And it will be updated continuously.

Penetration Testing

CCZoo provides a serials of Penetration Testing cases to demonstrate the cases to find/exploit vulnerabilities of applications/frameworks/services under different scenarios without Intel TEE, compared with Intel TEE runtime protection capability. Pen-tests cases can be found at https://cczoo.readthedocs.io.

Confidential Computing Zoo Documentation

The official confidential computing zoo documentation can be found at https://cczoo.readthedocs.io.

Community Involvement

• Please submit issues in this project if there is any question or request.
• Welcome PRs for contributions.

Welcome to join the Wechat group or Slack channel for CCZoo tech discussion.

• Wechat
• Slack Channel

You can check CCZoo previous PDT meeting minutes here.