Early Detection of Network Intrusions Using a GAN-Based One-Class Classifier

Early detection of network intrusions is a very important factor in network security. However, most studies of network intrusion detection systems utilize features for full sessions, making it difficult to detect intrusions before a session ends. To solve this problem, the proposed method uses packe...

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Bibliographic Details
Main Authors: Taehoon Kim, Wooguil Pak
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9945961/