Distributed Network Intrusion Detection System in Satellite-Terrestrial Integrated Networks Using Federated Learning

Distributed Network Intrusion Detection System in Satellite-Terrestrial Integrated Networks Using Federated Learning

The existing satellite-terrestrial integrated networks (STINs) suffer from security and privacy concerns due to the limited resources, poor attack resistance and high privacy requirements of satellite networks. Network Intrusion Detection System (NIDS) is intended to provide a high level of protecti...

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Bibliographic Details
Main Authors: Kun Li, Huachun Zhou, Zhe Tu, Weilin Wang, Hongke Zhang
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Satellite-terrestrial integrated network
distributed NIDS
security data set
federated learning
Online Access:https://ieeexplore.ieee.org/document/9274426/

Internet

https://ieeexplore.ieee.org/document/9274426/

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