DDoS Traffic Control Using Transfer Learning DQN With Structure Information

DDoS Traffic Control Using Transfer Learning DQN With Structure Information

A DDoS attack is one of the most serious threats to the current Internet. The Router throttling is a popular method to response against DDoS attacks. Currently, coordinated team learning (CTL) has adopted tile coding for continuous state representation and strategy learning. It is suitable for this...

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Bibliographic Details
Main Authors: Shi-Ming Xia, Lei Zhang, Wei Bai, Xing-Yu Zhou, Zhi-Song Pan
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Distributed denial of service
router throttling
deep network
team structure information
multiagent reinforcement learning
progressive transfer learning
Online Access:https://ieeexplore.ieee.org/document/8742593/

Internet

https://ieeexplore.ieee.org/document/8742593/

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