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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Veröffentlicht in:	Computers & security Jg. 146; S. 104056
Hauptverfasser:	Zha, Chao, Wang, Zhiyu, Fan, Yifei, Zhang, Xingming, Bai, Bing, Zhang, Yinjie, Shi, Sainan, Zhang, Ruyun
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Elsevier Ltd 01.11.2024
Schlagworte:	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-Zugang:	Volltext
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