XFinder: Detecting Unknown Anomalies in Distributed Machine Learning Scenario

In recent years, the emergence of distributed machine learning has enabled deep learning models to ensure data security and privacy while training efficiently. Anomaly detection for network traffic in distributed machine learning scenarios is of great significance for network security. Although deep...

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Bibliographic Details
Main Authors: Haizhou Du, Shiwei Wang, Huan Huo
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-10-01
Series:Frontiers in Computer Science
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fcomp.2021.710384/full