TL-CNN-IDS: transfer learning-based intrusion detection system using convolutional neural network

Fengru Yan; Guanghua Zhang; Dongwen Zhang; Xinghua Sun; Botao Hou; Naiwen Yu

doi:10.1007/s11227-023-05347-4

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TL-CNN-IDS: transfer learning-based intrusion detection system using convolutional neural network

Fengru Yan Guanghua Zhang Dongwen Zhang Xinghua Sun Botao Hou Naiwen Yu

Year: 2023 Journal: The Journal of Supercomputing Vol: 79 (15)Pages: 17562-17584 Publisher: Springer Science+Business Media

DOI: 10.1007/s11227-023-05347-4

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Keywords:

Computer science Convolutional neural network Artificial intelligence Intrusion detection system Hyperparameter Transfer of learning Pattern recognition (psychology) Preprocessor Oracle Machine learning Ensemble learning Data mining

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Network Security and Intrusion Detection

Physical Sciences → Computer Science → Computer Networks and Communications

Anomaly Detection Techniques and Applications

Physical Sciences → Computer Science → Artificial Intelligence

Advanced Malware Detection Techniques

Physical Sciences → Computer Science → Signal Processing

TL-CNN-IDS: transfer learning-based intrusion detection system using convolutional neural network

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