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Computer Networks • Vol 234
Defending SDN against packet injection attacks using deep learning
July 2023 • Anh Tuan Phu, Bo Li, Faheem Ullah, Tanvir Ul Huque, Ranesh Kumar Naha, Muhammad Ali Babar, Hung T. Nguyen
The (logically) centralized architecture of software-defined networks makes them an easy target for packet injection attacks. In these attacks, the attacker injects malicious packets into the SDN network to affect the services and performance of the SDN controller and overflows the capacity of the SDN switches. Such attacks have been shown to ultimately stop the network functioning in real-time, leading to network breakdowns. There have been significant works on detecting and defending against similar DoS attacks …
Computer Science
Software-Defined Networking
Computer Security
Convolutional Neural Network
Artificial Intelligence
Internet