Towards Artificial Neural Network Based Intrusion Detection with Enhanced Hyperparameter Tuning

Author:

Calugar Andrei Nicolae1,Meng Weizhi1,Zhang Haijun2

Affiliation:

1. DTU Compute, Technical University of Denmark,SPTAGE Lab,Denmark

2. Harbin Institute of Technology,Shenzhen,China

Publisher

IEEE

Reference23 articles.

1. The practice on using machine learning for network anomaly intrusion detection

2. Snort Lightweight Intrusion Detection for Networks;roesch;In Proc the 13th Conference on Systems Administration (LISA),1999

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1. Network-based Intrusion Detection Through Image-based CNN and Transfer Learning;2024 International Wireless Communications and Mobile Computing (IWCMC);2024-05-27

2. Security on Top of Security: Detecting Malicious Firewall Policy Changes via K-Means Clustering;Lecture Notes in Computer Science;2024

3. Anomaly traffic detection in IoT security using graph neural networks;Journal of Information Security and Applications;2023-08

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