A Review of Tabular Data Synthesis Using GANs on an IDS Dataset

Recent technological innovations along with the vast amount of available data worldwide have led to the rise of cyberattacks against network systems. Intrusion Detection Systems (IDS) play a crucial role as a defense mechanism in networks against adversarial attackers. Machine Learning methods provi...

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Bibliographic Details
Main Authors: Stavroula Bourou, Andreas El Saer, Terpsichori-Helen Velivassaki, Artemis Voulkidis, Theodore Zahariadis
Format: Article
Language:English
Published: MDPI AG 2021-09-01
Series:Information
Subjects:
GAN
IDS
Online Access:https://www.mdpi.com/2078-2489/12/9/375