Feature Extraction for Payload Classification: A Byte Pair Encoding Algorithm

Payload classification is a kind of deep packet inspection model that has been proved effective for many Internet applications such as, but not limited to, intrusion detection and network diagnostics. In typical payload classification, feature extraction is the first and very important step which ma...

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Veröffentlicht in:	2022 IEEE 8th International Conference on Computer and Communications (ICCC) S. 1 - 5
Hauptverfasser:	Xu, Tianci, Zhou, Peng
Format:	Tagungsbericht
Sprache:	Englisch
Veröffentlicht:	IEEE 09.12.2022
Schlagworte:	Byte Pair Encoding (BPE) Classification algorithms Encoding Feature extraction Inspection Intrusion detection Merging payload classification sub-word model Vocabulary word embedding word segmentation
Online-Zugang:	Volltext
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