Privacy Computing

Homomorphic Encryption Algorithms and Engineering Computation (Machine Learning, Privacy Computing)

by
Homomorphic Encryption Algorithms and Engineering Computation (Machine Learning, Privacy Computing)

Homomorphic encryption (HE) is a special encryption mode in cryptography that satisfies the property of homomorphic operations on ciphertexts. This means that after data is homomorphically encrypted, specific calculations can be performed on the ciphertext, and the result of these calculations, when subjected to corresponding homomorphic decryption, will be equivalent to performing the same calculations … Read more

Understanding The Technical Foundations Of Privacy Computing

by
Understanding The Technical Foundations Of Privacy Computing

“IT Chat” is a professional information and service platform under the Machinery Industry Press, dedicated to helping readers master more professional and practical knowledge and skills in the broad field of IT, quickly enhancing workplace competitiveness. Click on the blue WeChat name to follow us quickly. Secure Multi-Party Computation Before discussing secure multi-party computation (hereafter … Read more

Clarifying 10 Concepts: Big Data, Data Assets, Cloud Computing, Edge Computing, Data Internet, AI, Blockchain, Privacy Computing, Federated Learning

by

1. Big Data, Data Assets, Digital Economy Big data is the foundation and root of development in the digital economy era. Data assets and the digital economy are derivative foundational concepts based on big data. Big Data:Refers to a massive, diverse collection of data that is processed quickly and has low value density. — It … Read more

Sudoke X Rust: Insights and Innovations

by
Sudoke X Rust: Insights and Innovations

The 2nd China Rust Developer Conference (Rust China Conf 2021—2022) is about to start. Sudoke’s engineer Wei Xiaoya will share insights on building a high-performance privacy computing platform using Rust during the “Cryptography, Privacy, and Trusted Computing” session. Wei Xiaoya is one of the leaders of Sudoke’s Multi-Party Secure Computing Platform, and before joining Sudoke, … Read more

Hardware Solutions for Privacy Computing: Trusted Execution Environment (TEE)

by
Hardware Solutions for Privacy Computing: Trusted Execution Environment (TEE)

Machine Heart Column Shenzhen Insight Wisdom Technology Co., Ltd. This article explains and organizes the concept definition and development context of the Trusted Execution Environment (TEE), analyzes the comparison between TEE and cryptographic-based privacy protection technologies, and discusses its application in federated learning, finally introducing the existing frameworks and related applications of TEE. With the … Read more