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Comparative Evaluation of VAEs, VAE-GANs and AAEs for Anomaly Detection in Network Intrusion Data

With cyberattacks growing in frequency and sophistication, effective anomaly detection is critical for securing networks and systems. This study provides a comparative evaluation of deep generative models for detecting anomalies in network intrusion data. The key objective is to determine the most a...

Ausführliche Beschreibung

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Bibliografische Detailangaben
1. Verfasser: Mahmoud Mohamed
Format: Artigo
Sprache:Inglês
Veröffentlicht: Politeknik Elektronika Negeri Surabaya 2023-12-01
Schriftenreihe:Emitter: International Journal of Engineering Technology
Schlagworte:
Online-Zugang:https://emitter.pens.ac.id/index.php/emitter/article/view/817
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