학술논문

A Virtual Network Topology Spoofing Defense Method Based On DCGAN
Document Type
Conference
Source
2023 9th International Conference on Computer and Communications (ICCC) Computer and Communications (ICCC), 2023 9th International Conference on. :1223-1227 Dec, 2023
Subject
Communication, Networking and Broadcast Technologies
Computing and Processing
Network topology
Generative adversarial networks
Servers
Software defined networking
Computer security
virtual topology
sniffing attacks
generative adversarial networks
software-defined networking
Language
ISSN
2837-7109
Abstract
Aiming at network scanning and sniffing attacks, this paper designs an active defense mechanism based on virtual network topology, which generates a large number of random and independent fake networks through generative adversarial networks, and uses the traffic traction capability of software-defined networks to trick attackers into accessing preset defense hosts, making it impossible to detect the real internal network topology, and it is difficult to collect the element information required for attacks, such as key link sets and sensitive server collections. Experiments show that compared with the relevant defense mechanism, the proposed method has obvious advantages in protecting the server response experiment and file transfer rate.