A hybrid ensemble framework with particle swarm optimization for network anomaly detection

Abstract The increasing complexity of cyber threats necessitates the development of a robust and adaptive Intrusion Detection System (IDS) capable of safeguarding network infrastructures. Traditional IDS approaches often struggle to detect sophisticated attacks due to their reliance on predefined pa...

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Bibliographic Details
Main Authors: Narinder Verma, Neerendra Kumar, Gourav Kumar, Kuljeet Singh
Format: Article
Language:English
Published: Springer 2025-08-01
Series:Discover Applied Sciences
Subjects:
Online Access:https://doi.org/10.1007/s42452-025-07419-x
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