pysyftpaper

由TRyffel著作·2018·被引用461次—AccessPaper:ViewaPDFofthepapertitledAgenericframeworkforprivacypreservingdeeplearning,byTheoRyffeland5otherauthors.,PyVerticalisbuiltontheDuetframeworkinPySyft,whichallowsadatascientisttoruncomputationsonadataowner'sdatawithoutaccessingtherawdata.,SyftisOpenMined'sopensourcestackthatprovidessecureandprivateDataScienceinPython.Syftdecouplesprivatedatafrommodeltrai...

參考資訊如下
A generic framework for privacy preserving deep learning

由 T Ryffel 著作 · 2018 · 被引用 461 次 — Access Paper: View a PDF of the paper titled A generic framework for privacy preserving deep learning, by Theo Ryffel and 5 other authors.

daler3PyVertical-paper

PyVertical is built on the Duet framework in PySyft , which allows a data scientist to run computations on a data owner's data without accessing the raw data.

OpenMinedPySyft

Syft is OpenMined's open source stack that provides secure and private Data Science in Python. Syft decouples private data from model training, using techniques ...

Performance Analysis and Optimization for Federated ...

由 PS Lin 著作 · 2020 · 被引用 4 次 — In this paper, we analyze the performance of FL with SA using PySyft, an open source framework including FL implementation, and propose an ...

基於PySyft 安全聚集之聯盟式學習應用的效能分析與優化

由 PS Lin 著作 · 2020 — In this paper, we analyze the performance of FL with SA using PySyft, an open source framework including FL implementation, and propose an asynchronous FL ...

PySyft

This paper presents the implemented package FederatedScope-GNN (FS-G), which provides a unified view for modularizing and expressing FGL algorithms, and ...