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| The Teaclave Secure Computing Ecosystem - Projects Powered by Teaclave |
| </h1> <div class="publish-date-author">December 9, 2020 · Mingshen Sun</div></header> <div itemprop="articleBody" class="content__default"><p><a href="/blog/2020-12-09-teaclave-ecosystem/" aria-current="page" class="router-link-exact-active router-link-active">English</a> | <a href="/blog/2020-12-04-teaclave-ecosystem-cn/">中文</a></p> <p>Apache Teaclave (incubating) is an open source universal secure computing |
| platform, making computation on privacy-sensitive data safe and simple. With |
| hardware-based security capabilities (e.g., Intel SGX), Teaclave enables |
| sensitive data to be circulated and processed under security control, even in |
| off-site and offshore environments, without being compromised or misused. By |
| providing muti-party interfaces, Teaclave can help to "bridge the data islands" |
| within/among organizations and companies.</p> <h2 id="highlights"><a href="#highlights" class="header-anchor">#</a> Highlights</h2> <p>In a nutshell, Teaclave have these four highlights:</p> <ul><li><strong>Secure and Attestable</strong>: Teaclave adopts multiple security technologies to |
| enable secure computing, in particular, Teaclave uses Intel SGX to serve the |
| most security-sensitive tasks with hardware-based isolation, memory encryption |
| and attestation. Also, Teaclave is written in Rust to prevent memory-safety |
| issues.</li> <li><strong>Function-as-a-Service</strong>: Teaclave is a function-as-a-service platform |
| supports tasks like privacy-preserving machine learning, private set |
| intersection, and crypto computation. In addition, developers can also write |
| and execute Python function. Teaclave supports both general secure computing |
| tasks and flexible multi-party secure computation.</li> <li><strong>Ease of Use</strong>: Teaclave builds its components in containers, therefore, it |
| supports deployment both locally and within cloud infrastructures. Teaclave |
| also provides convenient endpoint APIs, client SDKs and command line tools.</li> <li><strong>Flexibility</strong>: Components in Teaclave are designed in modular, and some like |
| remote attestation can be easily embedded in other projects. In addition, |
| Teaclave SGX SDK can also be used separately to write standalone SGX enclaves |
| for other purposes.</li></ul> <p><img src="/assets/img/secure-computing-intel-sgx.51d8330e.png" alt="Secure Computing and Intel SGX"></p> <h2 id="teaclave-ecosystem"><a href="#teaclave-ecosystem" class="header-anchor">#</a> <strong>Teaclave Ecosystem</strong></h2> <p>Teaclave provides an open ecosystem in the Apache Way to various parties like |
| project developers, platform users, service providers, first/third-party library |
| users. In a border view, the Teaclave community aims to support commercial |
| products, academic research projects, teaching platform, and other open source |
| projects powered by Teaclave.</p> <center><img src="/assets/img/teaclave-ecosystem.6baf1f05.png" width="85%"></center> <p>Due to the importance of porting, maintaining, auditing of third-party libraries |
| in the trusted computing environments, we maintains hundreds of Rust's libraries |
| for TEE, e.g., crypto, scientific computation, and machine learning libraries. |
| With these libraries around the Teaclave ecosystem, this drives the development |
| of other projects powered by Teaclave. Furthermore, we are also incubating many |
| important TEE components like <a href="https://github.com/mesalock-linux/mesapy/tree/sgx" rel="noopener noreferrer">MesaPy for SGX</a>, |
| and [Rust OP-TEE TrustZone SDK]((https://github.com/sccommunity/rust-optee-trustzone-sdk).</p> <p>The Teaclave open-source ecosystem is also supporting many commercial products. |
| For example, Baidu, as a platform service provider, has announced the |
| <a href="https://anquan.baidu.com/product/mesatee" rel="noopener noreferrer">MesaTEE</a> |
| secure computing platform, providing a secure, efficient, and extensible secure |
| computing solution to help companies and organizations for privacy-preserving |
| data exchange/computation.</p> <p>In addition, the Teaclave ecosystem is also actively sponsoring academic |
| research in trusted execution environment and system security like topics about |
| security in TEE, designing of memory-safe SGX SDK, security of supply chains, |
| etc. Many studies has been published in top-tier conferences.</p> <h2 id="projects-powered-by-teaclave"><a href="#projects-powered-by-teaclave" class="header-anchor">#</a> Projects powered by Teaclave</h2> <p>Because of the openness and flexibility of Teaclave, many projects are based on |
| the Teaclave platforms and Teaclave SGX SDK. Here, we summarize several popular |
| open source or commercial products powered by Teaclave. We hope more |
| organizations and companies can come and join the ecosystem, pushing forward the |
| boundary of data privacy and secure computation.</p> <ul><li><a href="https://github.com/advanca/advanca" rel="noopener noreferrer">Advanca</a>: A privacy-preserving |
| general-purpose compute/storage infrastructure for Dapps.</li> <li><a href="https://github.com/LayerXcom/anonify" rel="noopener noreferrer">Anonify</a>: A blockchain-agnostic |
| execution environment with privacy and auditability based on TEE. |
| <img src="/assets/img/anonify.501b72db.png" alt="Anonify: A blockchain-agnostic execution environment with privacy and auditability"></li> <li><a href="https://github.com/enigmampc/enigma-core" rel="noopener noreferrer">Enigma Core</a>: Enigma Core |
| library. The domain: Trusted and Untrusted App in Rust.</li> <li><a href="https://github.com/crypto-com/chain" rel="noopener noreferrer">Crypto.com Chain</a>: Alpha version |
| prototype of Crypto.com Chain.</li> <li><a href="https://github.com/occlum/occlum" rel="noopener noreferrer">Occlum</a>: Occlum is a memory-safe, |
| multi-process library OS for Intel SGX. This project plans to join the |
| Confidential Computing Consortium in the near future.</li> <li><a href="https://github.com/Phala-Network/phala-blockchain" rel="noopener noreferrer">Phala Network</a>: |
| A TEE-Blockchain hybrid architecture implementing Confidential Contract on |
| Polkadot.</li> <li><a href="https://github.com/enigmampc/SafeTrace" rel="noopener noreferrer">SafeTrace</a>: Privacy preserving |
| voluntary COVID-19 self-reporting platform for contact tracing.</li> <li><a href="https://github.com/enigmampc/SecretNetwork" rel="noopener noreferrer">Secret Network</a>: A |
| blockchain-based, open-source protocol that lets anyone perform computations |
| on encrypted data, bringing privacy to smart contracts and public |
| <img src="/assets/img/secret-network.9bd4f0b7.png" alt="Secret Network is a blockchain-based, open-source protocol that lets anyone perform computations on encrypted data, bringing privacy to smart contracts and public blockchains."> |
| blockchains.</li> <li><a href="https://github.com/scs/substraTEE" rel="noopener noreferrer">substraTEE</a>: Trusted Off-Chain Compute |
| Framework for substrate blockchains.</li> <li><a href="https://github.com/veracruz-project/veracruz" rel="noopener noreferrer">Veracruz</a>: Veracruz is a |
| framework for defining and deploying collaborative, privacy-preserving |
| computations amongst a group of mutually mistrusting individuals. |
| This project plans to join the Confidiential Computing Consortium in the near future.</li></ul> <p><img src="/assets/img/logo-projects-powered-by-teaclave.3fce54f9.png" alt="Projects powered by Teaclave"></p> <p>In summary, all above projects are trying to utilize capabilities from TEE, like |
| hardware-isolation, memory encryption and remote attestation, to protect data |
| computation or serve as trusted party. |
| Based on Teaclave SGX SDK, some projects like Occlum and Veracruz aim to provide a more flexible TEE |
| framework. Others like Secret Network and substraTEE want to implement a trusted |
| node for their business logics. Also, some projects are using some common |
| components like remote attestation libraries in their code base. Overall, the |
| Teaclave ecosystem has empowered lots of successful projects. We have a list of |
| projects powered by Teaclave in the community homepage.</p> <p>At last, everyone are very welcome to join the Teaclave community and contribute |
| to the secure computing ecosystem. Hope to see more users and contributors in |
| the Teaclave community. BTW, if there are any other amazing projects I didn't |
| mention you plan to work on, please also share with me. I'm more than happy to |
| learn more about it.</p></div></article></div> <div class="footer"> |
| Apache Teaclave (incubating) is an effort undergoing incubation at The Apache |
| Software Foundation (ASF), sponsored by the Apache Incubator. |
| Incubation is required of all newly accepted projects until a further review |
| indicates that the infrastructure, communications, and decision making process |
| have stabilized in a manner consistent with other successful ASF projects. While |
| incubation status is not necessarily a reflection of the completeness or |
| stability of the code, it does indicate that the project has yet to be fully |
| endorsed by the ASF. |
| Copyright © 2020 The Apache Software Foundation. |
| Licensed under the Apache License, Version 2.0. |
| Apache Teaclave, Apache, the Apache feather, and the Apache Teaclave project logo are either |
| trademarks or registered trademarks of the Apache Software Foundation. |
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