Yipeng Wang

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 44

Top Topics

Intrusion Detection

Network Traffic

Graph Embedding

Natural Scene Images

Top Venues

IEEE/ACM Trans. Netw.

Comput. Networks

Publications

Siqi Le, Yingxu Lai, Yipeng Wang, Huijie He
An adaptive classification and updating method for unknown network traffic in open environments. Comput. Networks 238 (2024)
Yige Chen, Yipeng Wang
MPAF: Encrypted Traffic Classification With Multi-Phase Attribute Fingerprint. IEEE Trans. Inf. Forensics Secur. 19 (2024)
Xiaotian Ma, Yipeng Wang, Yingxu Lai, Wenxu Jia, Zijian Zhao, Huijie He, Ruiping Yin, Yige Chen
A Multi-Perspective Feature Approach to Few-Shot Classification of IoT Traffic. IEEE Trans. Green Commun. Netw. 7 (4) (2023)
Xiaochun Yun, Yipeng Wang, Yongzheng Zhang, Chen Zhao, Zijian Zhao
Encrypted TLS Traffic Classification on Cloud Platforms. IEEE/ACM Trans. Netw. 31 (1) (2023)
Bitao Tian, Yingxu Lai, Samuel S. M. Sun, Yipeng Wang, Jing Liu
MSGAN: multi-stage generative adversarial network-based data recovery in cyber-attacks. Neural Comput. Appl. 35 (28) (2023)
Huijie He, Yingxu Lai, Yipeng Wang, Siqi Le, Zijian Zhao
A data skew-based unknown traffic classification approach for TLS applications. Future Gener. Comput. Syst. 138 (2023)
Mingzhu Zhang, Ruiping Yin, Zhen Yang, Yipeng Wang, Kan Li
Advances and Challenges of Multi-task Learning Method in Recommender System: A Survey. CoRR (2023)
Motong Sun, Yingxu Lai, Yipeng Wang, Jing Liu, Beifeng Mao, Haoran Gu
Intrusion Detection System Based on In-Depth Understandings of Industrial Control Logic. IEEE Trans. Ind. Informatics 19 (3) (2023)
Yipeng Wang, Huijie He, Yingxu Lai, Alex X. Liu
A Two-Phase Approach to Fast and Accurate Classification of Encrypted Traffic. IEEE/ACM Trans. Netw. 31 (3) (2023)
Haoran Gu, Yingxu Lai, Yipeng Wang, Jing Liu, Motong Sun, Beifeng Mao
Correction to: DEIDS: a novel intrusion detection system for industrial control systems. Neural Comput. Appl. 34 (23) (2022)
Yingxu Lai, Liyao Tong, Jing Liu, Yipeng Wang, Tong Tang, Zijian Zhao, Hua Qin
Identifying malicious nodes in wireless sensor networks based on correlation detection. Comput. Secur. 113 (2022)
Yizhe Gu, Yingxu Lai, Yipeng Wang
Zen-tor: A Zero Knowledge Known-Unknown Traffic Classification Method. GLOBECOM (2022)
Haoran Gu, Yingxu Lai, Yipeng Wang, Jing Liu, Motong Sun, Beifeng Mao
DEIDS: a novel intrusion detection system for industrial control systems. Neural Comput. Appl. 34 (12) (2022)
Shuhe Liu, Xiaolin Xu, Yongzheng Zhang, Yipeng Wang
Autonomous Anti - interference Identification of $\text{IoT}$ Device Traffic based on Convolutional Neural Network. IJCNN (2022)
Yipeng Wang, Xiaochun Yun, Yongzheng Zhang, Chen Zhao, Xin Liu
A Multi-Scale Feature Attention Approach to Network Traffic Classification and Its Model Explanation. IEEE Trans. Netw. Serv. Manag. 19 (2) (2022)
Wenxu Jia, Yipeng Wang, Yingxu Lai, Huijie He, Ruiping Yin
FITIC: A Few-shot Learning Based IoT Traffic Classification Method. ICCCN (2022)
Zijian Zhao, Yingxu Lai, Yipeng Wang, Wenxu Jia, Huijie He
A Few-Shot Learning Based Approach to IoT Traffic Classification. IEEE Commun. Lett. 26 (3) (2022)
Yuwei Zeng, Xiaochun Yun, Xunxun Chen, Boquan Li, Haiwei Tsang, Yipeng Wang, Tianning Zang, Yongzheng Zhang
Finding disposable domain names: A linguistics-based stacking approach. Comput. Networks 184 (2021)
Yige Chen, Tianning Zang, Yongzheng Zhang, Yuan Zhou, Peng Yang, Yipeng Wang
Inspector: A Semantics-Driven Approach to Automatic Protocol Reverse Engineering. CollaborateCom (1) (2021)
Linshu Ouyang, Yongzheng Zhang, Hui Liu, Yige Chen, Yipeng Wang
Gated POS-Level Language Model for Authorship Verification. IJCAI (2020)
Chen Zhao, Yongzheng Zhang, Tianning Zang, Yige Chen, Yipeng Wang
A Multi-feature-based Approach to Malicious Domain Name Identification from DNS Traffic. ICT (2020)
Xiaochun Yun, Ji Huang, Yipeng Wang, Tianning Zang, Yuan Zhou, Yongzheng Zhang
Khaos: An Adversarial Neural Network DGA With High Anti-Detection Ability. IEEE Trans. Inf. Forensics Secur. 15 (2020)
Chen Zhao, Yongzheng Zhang, Yipeng Wang
A Feature Ensemble-based Approach to Malicious Domain Name Identification from Valid DNS Responses. IJCNN (2020)
Linshu Ouyang, Yongzheng Zhang, Yipeng Wang
Unified Graph Embedding-Based Anomalous Edge Detection. IJCNN (2020)
Hui Liu, Yongzheng Zhang, Yipeng Wang, Zheng Lin, Yige Chen
Joint Character-Level Word Embedding and Adversarial Stability Training to Defend Adversarial Text. AAAI (2020)
Yuwei Zeng, Yongzheng Zhang, Tianning Zang, Xunxun Chen, Yipeng Wang
A Linguistics-based Stacking Approach to Disposable Domains Detection. ICNP (2019)
Yige Chen, Tianning Zang, Yongzheng Zhang, Yuan Zhou, Yipeng Wang
Rethinking Encrypted Traffic Classification: A Multi-Attribute Associated Fingerprint Approach. ICNP (2019)
Dingkui Yan, Huilin Zhang, Yipeng Wang, Tianning Zang, Xiaolin Xu, Yuwei Zeng
Pontus: A Linguistics-Based DGA Detection System. GLOBECOM (2019)
Yuwei Zeng, Tianning Zang, Yongzheng Zhang, Xunxun Chen, Yipeng Wang
A Comprehensive Measurement Study of Domain-Squatting Abuse. ICC (2019)
Xiangpeng Wei, Yue Hu, Luxi Xing, Yipeng Wang, Li Gao
Translating with Bilingual Topic Knowledge for Neural Machine Translation. AAAI (2019)
Zhicheng Liu, Xiaochun Yun, Yongzheng Zhang, Yipeng Wang
CCGA: Clustering and Capturing Group Activities for DGA-Based Botnets Detection. TrustCom/BigDataSE (2019)
Ji Huang, Pei Wang, Tianning Zang, Qian Qiang, Yipeng Wang, Miao Yu
Detecting Domain Generation Algorithms with Convolutional Neural Language Models. TrustCom/BigDataSE (2018)
Miao Yu, Yongzheng Zhang, Tianning Zang, Yipeng Wang, Yijing Wang
Information Propagation Prediction Based on Key Users Authentication in Microblogging. Secur. Commun. Networks 2018 (2018)
Chen Zhao, Yongzheng Zhang, Tianning Zang, Zhizhou Liang, Yipeng Wang
A Stacking Approach to Objectionable-Related Domain Names Identification by Passive DNS Traffic (Short Paper). CollaborateCom (2018)
Yang Liu, Shuzhuang Zhang, Bo Ding, Xiaoqing Li, Yipeng Wang
A cascade forest approach to application classification of mobile traces. WCNC (2018)
Guangjun Wu, Xiao-chun Yun, Chao Li, Shupeng Wang, Yipeng Wang, Xiaoyu Zhang, Siyu Jia, Guangyan Zhang
Supporting Real-Time Analytic Queries in Big and Fast Data Environments. DASFAA (2) (2017)
Yipeng Wang, Xiaochun Yun, Yongzheng Zhang, Liwei Chen, Tianning Zang
Rethinking robust and accurate application protocol identification. Comput. Networks 129 (2017)
Yipeng Wang, Xiaochun Yun, Yongzheng Zhang, Liwei Chen, Guangjun Wu
A nonparametric approach to the automated protocol fingerprint inference. J. Netw. Comput. Appl. 99 (2017)
Liwei Chen, Yipeng Wang, Huandong Wang, Wenxiang Wang, Hua Jing, Guangfei Zhang
Multiple-combinational-channel: A network architecture for workload balance and deadlock free. Future Gener. Comput. Syst. 56 (2016)
Xiao-chun Yun, Yipeng Wang, Yongzheng Zhang, Yu Zhou
A Semantics-Aware Approach to the Automated Network Protocol Identification. IEEE/ACM Trans. Netw. 24 (1) (2016)
Yongzheng Zhang, Tao Xu, Yipeng Wang, Jianliang Sun, Xiaoyu Zhang
A Markov Random Field Approach to Automated Protocol Signature Inference. SecureComm (2015)
Xiaoyu Zhang, Shupeng Wang, Xiaobin Zhu, Xiao-chun Yun, Guangjun Wu, Yipeng Wang
Update vs. upgrade: Modeling with indeterminate multi-class active learning. Neurocomputing 162 (2015)
Yu Zhou, Xiaokang Yang, Yongzheng Zhang, Xiang Xu, Yipeng Wang, Xiujuan Chai, Weiyao Lin
Unsupervised adaptive sign language recognition based on hypothesis comparison guided cross validation and linguistic prior filtering. Neurocomputing 149 (2015)
Yipeng Wang, Xiao-chun Yun, Yongzheng Zhang
Rethinking Robust and Accurate Application Protocol Identification: A Nonparametric Approach. ICNP (2015)
Shuang Liu, Yu Zhou, Yongzheng Zhang, Yipeng Wang, Weiyao Lin
Text Detection in Natural Scene Images with Stroke Width Clustering and Superpixel. PCM (2014)
Yu Zhou, Shuang Liu, Yongzheng Zhang, Yipeng Wang, Weiyao Lin
Perspective Scene Text Recognition with Feature Compression and Ranking. ACCV Workshops (2) (2014)
Yu Zhou, Shuang Liu, Yongzheng Zhang, Yipeng Wang, Weiyao Lin
Text localization in natural scene images with stroke width histogram and superpixel. APSIPA (2014)
Yu Zhou, Yongzheng Zhang, Jun Xiao, Yipeng Wang, Weiyao Lin
Visual Similarity Based Anti-phishing with the Combination of Local and Global Features. TrustCom (2014)
Yafei Sang, Yongzheng Zhang, Yipeng Wang, Yu Zhou, Xu Tao
A Segmentation Pattern Based Approach to Automated Protocol Identification. PDCAT (2014)
Yipeng Wang, Xiao-chun Yun, Muhammad Zubair Shafiq, Liyan Wang, Alex X. Liu, Zhibin Zhang, Danfeng Yao, Yongzheng Zhang, Li Guo
A semantics aware approach to automated reverse engineering unknown protocols. ICNP (2012)
Shicong Li, Xiao-chun Yun, Yongzheng Zhang, Jun Xiao, Yipeng Wang
A General Framework of Trojan Communication Detection Based on Network Traces. NAS (2012)
Shuhao Li, Xiao-chun Yun, Zhiyu Hao, Yongzheng Zhang, Xiang Cui, Yipeng Wang
Modeling Social Engineering Botnet Dynamics across Multiple Social Networks. SEC (2012)
Yipeng Wang, Zhibin Zhang, Danfeng (Daphne) Yao, Buyun Qu, Li Guo
Inferring Protocol State Machine from Network Traces: A Probabilistic Approach. ACNS (2011)
Yipeng Wang, Xingjian Li, Jiao Meng, Yong Zhao, Zhibin Zhang, Li Guo
Biprominer: Automatic Mining of Binary Protocol Features. PDCAT (2011)
Yong Zhao, Zhibin Zhang, Yipeng Wang, Li Guo, Binxing Fang
Performance evaluation of Xunlei peer-to-peer network: A measurement study. CCNC (2011)
Yipeng Wang, Zhibin Zhang, Li Guo, Shuhao Li
Using Entropy to Classify Traffic More Deeply. NAS (2011)
Shuhao Li, Xiao-chun Yun, Zhiyu Hao, Xiang Cui, Yipeng Wang
A Propagation Model for Social Engineering Botnets in Social Networks. PDCAT (2011)
Yipeng Wang, Zhibin Zhang, Li Guo
Traffic classification beyond application level: identifying content types from network traces. SAC (2011)
Yipeng Wang, Zhibin Zhang, Li Guo
Inferring Protocol State Machine from Real-World Trace. RAID (2010)