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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Vydané v:	Computers & security Ročník 146; s. 104056
Hlavní autori:	Zha, Chao, Wang, Zhiyu, Fan, Yifei, Zhang, Xingming, Bai, Bing, Zhang, Yinjie, Shi, Sainan, Zhang, Ruyun
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Elsevier Ltd 01.11.2024
Predmet:	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
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