Federated Learning

PLC Intelligent Algorithms: The Application of Federated Learning Technology Balancing Data Privacy and Model Performance!

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PLC Intelligent Algorithms: The Application of Federated Learning Technology Balancing Data Privacy and Model Performance!

PLC Intelligent Algorithms: The Application of Federated Learning Technology Balancing Data Privacy and Model Performance! Introduction Hello everyone! Today I want to share with you a **new technology that will impress the industrial automation field — PLC Federated Learning Algorithm. Don’t worry, I will explain this seemingly “black technology” concept in the simplest terms.Mastering this … Read more

The Future of Edge AI: TinyML, 5G, and Collaborative Computing Are Coming

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The Future of Edge AI: TinyML, 5G, and Collaborative Computing Are Coming

Intelligence is getting closer to us, not just “nearby”, butface-to-face that close. The smart watch on your wrist, the robotic vacuum cleaner, or even a surveillance camera may be running a lightweight AI model behind the scenes. No longer should we think that AI can only exist in the cloud, relying on powerful GPUs; it … Read more

Guide to Developing Vertical AI Agents

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Guide to Developing Vertical AI Agents

With the continuous development and popularization of large models, many people have clearly experienced that large language models (LLMs) have become very mature in simple office scenarios, but it is challenging to apply them in more complex business contexts. To achieve this goal, a lot of professional technical support is needed. This has led to … Read more

Sudoke X Rust: Insights and Innovations

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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)

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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