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IEICE Trans

Shuai REN

Encrypted Traffic Categorization Based on Flow Byte Sequence Convolution Aggregation Network
Lin YAN Mingyong ZENG Shuai REN Zhangkai LUO 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2021/07/01
Vol. E104-A  No. 7  pp. 996-999
Type of Manuscript:  LETTER
Category: Mobile Information Network and Personal Communications
Keyword: 
traffic categorization, sequence modeling, dilated convolution, residual connection, 
 Summary | Full Text:PDF
Encrypted Traffic Identification by Fusing Softmax Classifier with Its Angular Margin Variant
Lin YAN Mingyong ZENG Shuai REN Zhangkai LUO 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2021/04/01
Vol. E104-D  No. 4  pp. 517-520
Type of Manuscript:  LETTER
Category: Information Network
Keyword: 
traffic identification, convolution neural network, residual network, softmax classifier, 
 Summary | Full Text:PDF