DDoS Attack Detection in SDN-Assisted Federated Learning Environment Based on Contrastive Learning

DDoS Attack Detection in SDN-Assisted Federated Learning Environment Based on Contrastive Learning

Software-defined networking (SDN)-assisted federated learning (FL) is an emerging network computing environment. It can not only shorten the training time of federated learning while maintaining high learning performance, but also enhance the security of the FL network. However, compared with tradit...

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Bibliographic Details
Main Authors: Minghong Fan, Jinghua Lan, Yiyi Zhou, Mengshuang Pan, Junrong Li, Daqiang Zhang
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Software-defined network
federated learning
distributed denial of service
support vector machine
recurrent neural network
long and short-term memory neural network
Online Access:https://ieeexplore.ieee.org/document/11048486/
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