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Anomaly detection in netflow traffic: workflow for dataset preparation and analysis

Information and communication technology (ICT) is crucial for maintaining efficient communications, enhancing processes, and enabling digital transformation. As ICT becomes increasingly significant in our everyday lives, ensuring its security is crucial for maintaining digital trust and resilience a...

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Principais autores: Evita Roponena, Inese Poļaka, Ja¯ nis Grabis
Format: Artigo
Sprog:Inglês
Udgivet: Frontiers Media S.A. 2025-11-01
Serier:Frontiers in Computer Science
Fag:
anomaly detection
Bayes theorem
clustering
feature engineering
machine learning
NetFlow
Online adgang:https://www.frontiersin.org/articles/10.3389/fcomp.2025.1676362/full
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