{"repo":"secretflow/trustflow","free":true,"listed":false,"github":"https://github.com/secretflow/trustflow","clone":"git clone https://github.com/secretflow/trustflow.git","description":"A privacy-preserving computing system based on TEE.","language":"C++","stars":39,"topics":["confidential-computing","privacy","privacy-preserving","tee","trusted-execution-environment","llm","meachine-learning"],"license":"Apache-2.0","category":"ai-agents","readme_excerpt":"简体中文 ｜ English What's TrustFlow TrustFlow is a zero-trust computing system based on TEE(Trusted Execution Environments). TrustFlow derives its name from the fusion of Trusted Execution environments and Secret Flow. TrustFlow leverages trusted execution environment technology to establish a secure and isolated environment that safeguards sensitive data. With a focus on data confidentiality, integrity, and availability, TrustFlow provides robust data storage and processing capabilities. By employing encryption and utilizing controlled and restricted environments, TrustFlow ensures protection against unauthorized access. It incorporatesa range of security measures, such as remote authentication, computational isolation, authorization controls, and auditing mechanisms to provide comprehensive data protection. The implementation of end-to-end encryption enhances its zero-trust security features, allowing encryption mechanisms to be validated and limiting data access to the absolute minimum permissions required. In addition to its strong security features, TrustFlow offers a diverse array of data processing functionalities. These include data preprocessing, classical machine learning, deep learning, large language modeling, and data analysis. These capabilities empower organizations to maximize the value of their data while preserving privacy. TrustFlow is especially valuable in scenarios that involve secure storage, processing, or sharing of sensitive data, as it effectively mitig","default_branch":null,"files":null,"tree":[],"storefront":"/r/secretflow","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/secretflow/trustflow/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}