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A Lightweight Cascade-Based Farmework for Real-Time Zero-Day Attack Detection

Zero-day intrusion detection is still a difficult task because of the difference between high laboratory precision and real-time deployability under strict operational constraints. This paper proposes a lightweight two-stage cascade architecture that is specifically designed for CPU-only environment...

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Principais autores: Alpamis Kutlimuratov, Furkat Rakhmatov, Jamshid Khamzaev, Islambek Saymanov, Piratdin Allayarov, Gamzatdin Bekbaev, Shavkat Otamurodov, Fazliddin Makhmudov
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI AG 2026-03-01
coleção:Computers
Assuntos:
zero-day attacks
intrusion detection
web application security
cascade learning
real-time systems
machine learning
Acesso em linha:https://www.mdpi.com/2073-431X/15/3/174
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