Explaining Deep Learning-Based Traffic Classification Using a Genetic Algorithm

Traffic classification is widely used in various network functions such as software-defined networking and network intrusion detection systems. Many traffic classification methods have been proposed for classifying encrypted traffic by utilizing a deep learning model without inspecting the packet pa...

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Veröffentlicht in:	IEEE access 2021-01, Vol.9, p.4738-4751
Hauptverfasser:	Ahn, Seyoung, Kim, Jeehyeong, Park, Soo Young, Cho, Sunghyun
Format:	Artikel
Sprache:	eng
Schlagworte:	Classification Classifiers Data models Deep learning Explainable artificial intelligence explainable artificial intelligence (XAI) Feature extraction genetic algorithm Genetic algorithms Machine learning Payloads Quality of service Software-defined networking Traffic classification
Online-Zugang:	Volltext
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