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Yafei Sang
Publication Activity (10 Years)
Years Active: 2014-2024
Publications (10 Years): 25
Top Topics
Ensemble Learning
Class Imbalance
Classification Error
Network Traffic
Top Venues
CollaborateCom (2)
ICC
Comput. Secur.
Trustcom/BigDataSE/ISPA
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Publications
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Qige Song
,
Yafei Sang
,
Yongzheng Zhang
,
Shuhao Li
,
Xiaolin Xu
SepBIN: Binary Feature Separation for Better Semantic Comparison and Authorship Verification.
IEEE Trans. Inf. Forensics Secur.
19 (2024)
Xiang Li
,
Jiang Xie
,
Qige Song
,
Yafei Sang
,
Yongzheng Zhang
,
Shuhao Li
,
Tianning Zang
Let model keep evolving: Incremental learning for encrypted traffic classification.
Comput. Secur.
137 (2024)
Xiang Li
,
Juncheng Guo
,
Qige Song
,
Jiang Xie
,
Yafei Sang
,
Shuyuan Zhao
,
Yongzheng Zhang
Listen to Minority: Encrypted Traffic Classification for Class Imbalance with Contrastive Pre-Training.
CoRR
(2023)
Yafei Sang
,
Jisong Yang
,
Yongzheng Zhang
,
Shuhao Li
,
Peng Chang
Toward IoT device fingerprinting from proprietary protocol traffic via key-blocks aware approach.
Comput. Secur.
131 (2023)
Ziang Li
,
Yafei Sang
,
Zhenyu Cheng
,
Tianning Zang
,
Shuyuan Zhao
,
Han Wang
TCCN: A Network Traffic Classification and Detection Model Based on Capsule Network.
ICC
(2023)
Xiang Li
,
Juncheng Guo
,
Qige Song
,
Jiang Xie
,
Yafei Sang
,
Shuyuan Zhao
,
Yongzheng Zhang
Listen to Minority: Encrypted Traffic Classification for Class Imbalance with Contrastive Pre-Training.
SECON
(2023)
Binglai Wang
,
Yafei Sang
,
Yongzheng Zhang
,
Shuhao Li
,
Ruihai Ge
,
Yong Ding
A Longitudinal Measurement and Analysis of Pink, a Hybrid P2P IoT Botnet.
CollaborateCom (2)
(2022)
Jingrun Ma
,
Yafei Sang
,
Yongzheng Zhang
,
Xiaolin Xu
,
Beibei Feng
,
Yuwei Zeng
An Adaptive Ensembled Neural Network-Based Approach to IoT Device Identification.
CollaborateCom (2)
(2022)
Hanwu Sun
,
Chengwei Peng
,
Yafei Sang
,
Shuhao Li
,
Yongzheng Zhang
,
Yujia Zhu
Evading Encrypted Traffic Classifiers by Transferable Adversarial Traffic.
CollaborateCom (2)
(2022)
Zhefeng Nan
,
Changbo Tian
,
Yafei Sang
,
Guangze Zhao
ACS: An Efficient Messaging System with Strong Tracking-Resistance.
CollaborateCom (2)
(2022)
Binglai Wang
,
Yafei Sang
,
Yongzheng Zhang
,
Shuhao Li
,
Xiaolin Xu
A longitudinal Measurement and Analysis Study of Mozi, an Evolving P2P IoT Botnet.
TrustCom
(2022)
Juncheng Guo
,
Yafei Sang
,
Peng Chang
,
Xiaolin Xu
,
Yongzheng Zhang
MGEL: A Robust Malware Encrypted Traffic Detection Method Based on Ensemble Learning with Multi-grained Features.
ICCS (2)
(2021)
Jisong Yang
,
Yafei Sang
,
Yongzheng Zhang
,
Peng Chang
,
Chengwei Peng
Exploiting Heterogeneous Information for IoT Device Identification Using Graph Convolutional Network.
CollaborateCom (1)
(2021)
Yafei Sang
,
Mao Tian
,
Yongzheng Zhang
,
Peng Chang
,
Shuyuan Zhao
IncreAIBMF: Incremental Learning for Encrypted Mobile Application Identification.
ICA3PP (3)
(2020)
Binglai Wang
,
Yu Dou
,
Yafei Sang
,
Yongzheng Zhang
,
Ji Huang
IoTCMal: Towards A Hybrid IoT Honeypot for Capturing and Analyzing Malware.
ICC
(2020)
Yafei Sang
,
Yan Xu
,
Yongzheng Zhang
,
Peng Chang
,
Shuyuan Zhao
,
Yijing Wang
Toward Automatic Mobile Application Fingerprint Extraction from Non-encrypted HTTP Traffic.
ISPA/BDCloud/SocialCom/SustainCom
(2020)
Yongzheng Zhang
,
Shuyuan Zhao
,
Yafei Sang
Towards Unknown Traffic Identification Using Deep Auto-Encoder and Constrained Clustering.
ICCS (1)
(2019)
Mao Tian
,
Peng Chang
,
Yafei Sang
,
Yongzheng Zhang
,
Shuhao Li
Mobile Application Identification Over HTTPS Traffic Based on Multi-view Features.
ICT
(2019)
Shuyuan Zhao
,
Yongzheng Zhang
,
Yafei Sang
Towards Unknown Traffic Identification via Embeddings and Deep Autoencoders.
ICT
(2019)
Jian Xu
,
Xiaochun Yun
,
Yongzheng Zhang
,
Yafei Sang
,
Zhenyu Cheng
NetworkTrace: Probabilistic Relevant Pattern Recognition Approach to Attribution Trace Analysis.
TrustCom/BigDataSE/ICESS
(2017)
Zhenyu Cheng
,
Xunxun Chen
,
Yongzheng Zhang
,
Shuhao Li
,
Yafei Sang
Detecting Information Theft Based on Mobile Network Flows for Android Users.
NAS
(2017)
Yafei Sang
,
Yongzheng Zhang
Fingerprinting Protocol at Bit-Level Granularity: A Graph-Based Approach Using Cell Embedding.
ICPADS
(2017)
Yafei Sang
,
Yongzheng Zhang
,
Chengwei Peng
ProNet: Toward Payload-Driven Protocol Fingerprinting via Convolutions and Embeddings.
CollaborateCom
(2017)
Yafei Sang
,
Shicong Li
,
Yongzheng Zhang
,
Tao Xu
ProDigger: Towards Robust Automatic Network Protocol Fingerprint Learning via Byte Embedding.
Trustcom/BigDataSE/ISPA
(2016)
Yandong Han
,
Zhiyu Hao
,
Lei Cui
,
Chonghua Wang
,
Yafei Sang
A Hybrid Monitoring Mechanism in Virtualized Environments.
Trustcom/BigDataSE/ISPA
(2016)
Yafei Sang
,
Yongzheng Zhang
,
Yipeng Wang
,
Yu Zhou
,
Xu Tao
A Segmentation Pattern Based Approach to Automated Protocol Identification.
PDCAT
(2014)