A Comprehensive Survey on Concept-Drift-Resilient Network Intrusion Detection Systems

The evolution of computer networks for service provision, through new devices and architectures, renders past traffic patterns obsolete. The shift in the statistical properties of data is known as concept drift (CD) and is bound to affect automated pattern recognition-based systems. Network intrusio...

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Autors principals:	Mateus Komarchesqui, Vitor Gabriel Da Silva Ruffo, Daniel Matheus Brandao Lent, Vinicius Ferreira Schiavon, Matheus Riki Nakanishi, Gustavo Hideyuki Kitamura Nishikawa, Luiz Fernando Carvalho, Mario Lemes Proenca
Format:	Artigo
Idioma:	Inglês
Publicat:	IEEE 2026-01-01
Col·lecció:	IEEE Access
Matèries:	Anomaly detection concept drift survey datasets DDoS drift adaptation drift detection
Accés en línia:	https://ieeexplore.ieee.org/document/11511715/
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