SKT-IDS: Unknown attack detection method based on Sigmoid Kernel Transformation and encoder–decoder architecture

Intrusion Detection Systems (IDS) are crucial in cybersecurity for monitoring network traffic and identifying potential attacks. Existing IDS research largely focuses on known attack detection, leaving a significant gap in research regarding unknown attack detection, where achieving a balance betwee...

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Bibliographic Details

Published in:	Computers & security Vol. 146; p. 104056
Main Authors:	Zha, Chao, Wang, Zhiyu, Fan, Yifei, Zhang, Xingming, Bai, Bing, Zhang, Yinjie, Shi, Sainan, Zhang, Ruyun
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 01.11.2024
Subjects:	Cosine similarity Encoder–decoder Intrusion detection Pre-trained encoder Sigmoid Kernel Transformation Encoder–decoder Cosine similarity Pre-trained encoder Intrusion detection Sigmoid Kernel Transformation
ISSN:	0167-4048
Online Access:	Get full text
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