Junzheng Shi

According to our database, Junzheng Shi authored at least 29 papers between 2017 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Few-shot encrypted traffic classification via multi-task representation enhanced meta-learning.

Chen Yang, Gang Xiong, Qing Zhang, Junzheng Shi, Gaopeng Gou, Zhen Li, Chang Liu

Comput. Networks, June, 2023

Multi-Feature Fusion Based Approach for Classifying Encrypted Mobile Application Traffic.

Qingya Yang, Peipei Fu, Junzheng Shi, Bingxu Wang, Zhen Li, Gang Xiong

Proceedings of the 26th International Conference on Computer Supported Cooperative Work in Design, 2023

2022

Assessing Macro Disease Index of Wheat Stripe Rust Based on Segformer with Complex Background in the Field.

Jie Deng, Xuan Lv, Lujia Yang, Baoqiang Zhao, Congying Zhou, Ziqian Yang, Jiarui Jiang, Ning Ning, Jinyu Zhang, Junzheng Shi, Zhanhong Ma

Sensors, 2022

ET-BERT: A Contextualized Datagram Representation with Pre-training Transformers for Encrypted Traffic Classification.

Xinjie Lin, Gang Xiong, Gaopeng Gou, Zhen Li, Junzheng Shi, Jing Yu

Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

MCFM: Discover Sensitive Behavior from Encrypted Traffic in Industrial Control System.

Zhishen Zhu, Junzheng Shi, Chonghua Wang, Gang Xiong, Zhiqiang Hao, Gaopeng Gou

Proceedings of the IEEE International Conference on Trust, 2022

GALG: Linking Addresses in Tracking Ecosystem Using Graph Autoencoder with Link Generation.

Tianyu Cui, Gang Xiong, Chang Liu, Junzheng Shi, Peipei Fu, Gaopeng Gou

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

2021

Attack versus Attack: Toward Adversarial Example Defend Website Fingerprinting Attack.

Chengshang Hou, Junzheng Shi, Mingxin Cui, Qingya Yang

Proceedings of the 20th IEEE International Conference on Trust, 2021

Universal Website Fingerprinting Defense Based on Adversarial Examples.

Chengshang Hou, Junzheng Shi, Mingxin Cui, Mengyan Liu, Jing Yu

Proceedings of the 20th IEEE International Conference on Trust, 2021

Combating Imbalance in Network Traffic Classification Using GAN Based Oversampling.

Yu Guo, Gang Xiong, Zhen Li, Junzheng Shi, Mingxin Cui, Gaopeng Gou

Proceedings of the IFIP Networking Conference, 2021

TA-GAN: GAN based Traffic Augmentation for Imbalanced Network Traffic Classification.

Yu Guo, Gang Xiong, Zhen Li, Junzheng Shi, Mingxin Cui, Gaopeng Gou

Proceedings of the International Joint Conference on Neural Networks, 2021

Let Imbalance Have Nowhere to Hide: Class-Sensitive Feature Extraction for Imbalanced Traffic Classification.

Yu Guo, Gaopeng Gou, Gang Xiong, Minghao Jiang, Junzheng Shi, Wei Xia

Proceedings of the International Joint Conference on Neural Networks, 2021

MultiLink-QuickAbw: A Multi-Congestion-Links-Oriented Fast Available Bandwidth Measurement Method.

Junzheng Shi, Mengyan Liu, Gang Xiong

Proceedings of the ICAIIS 2021: 2021 2nd International Conference on Artificial Intelligence and Information Systems, Chongqing, China, May 28, 2021

Online Encrypted Mobile Application Traffic Classification at the Early Stage: Challenges, Evaluation Criteria, Comparison Methods.

Junzheng Shi, Mengyan Liu, Chengshang Hou, Minghao Jiang, Gang Xiong

Proceedings of the 6th IEEE International Conference on Computer and Communication Systems, 2021

2020

6VecLM: Language Modeling in Vector Space for IPv6 Target Generation.

Tianyu Cui, Gang Xiong, Gaopeng Gou, Junzheng Shi, Wei Xia

Proceedings of the Machine Learning and Knowledge Discovery in Databases: Applied Data Science Track, 2020

WF-GAN: Fighting Back Against Website Fingerprinting Attack Using Adversarial Learning.

Chengshang Hou, Gaopeng Gou, Junzheng Shi, Peipei Fu, Gang Xiong

Proceedings of the IEEE Symposium on Computers and Communications, 2020

Not Afraid of the Unseen: a Siamese Network based Scheme for Unknown Traffic Discovery.

Yutong Chen, Zhen Li, Junzheng Shi, Gaopeng Gou, Chang Liu, Gang Xiong

Proceedings of the IEEE Symposium on Computers and Communications, 2020

An Quick Available-Bandwidth Measurement Method Based on Link Delay Growth Rate.

Junzheng Shi, Qingya Yang, Gaopeng Gou, Gang Xiong

Proceedings of the ICCBN 2020: 8th International Conference on Communications and Broadband Networking, 2020

PST: a More Practical Adversarial Learning-based Defense Against Website Fingerprinting.

Minghao Jiang, Yong Wang, Gaopeng Gou, Wei Cai, Gang Xiong, Junzheng Shi

Proceedings of the IEEE Global Communications Conference, 2020

2019

I Know What You Are Doing With Remote Desktop.

Minghao Jiang, Gaopeng Gou, Junzheng Shi, Gang Xiong

Proceedings of the 38th IEEE International Performance Computing and Communications Conference, 2019

Identify OS from encrypted traffic with TCP/IP stack fingerprinting.

Xinlei Fan, Gaopeng Gou, Cuicui Kang, Junzheng Shi, Gang Xiong

Proceedings of the 38th IEEE International Performance Computing and Communications Conference, 2019

A Comprehensive Study of Accelerating IPv6 Deployment.

Tianyu Cui, Chang Liu, Gaopeng Gou, Junzheng Shi, Gang Xiong

Proceedings of the 38th IEEE International Performance Computing and Communications Conference, 2019

Machine Learning Based CloudBot Detection Using Multi-Layer Traffic Statistics.

Yu Guo, Junzheng Shi, Zigang Cao, Cuicui Kang, Gang Xiong, Zhen Li

Proceedings of the 21st IEEE International Conference on High Performance Computing and Communications; 17th IEEE International Conference on Smart City; 5th IEEE International Conference on Data Science and Systems, 2019

2018

Classifying User Activities in the Encrypted WeChat Traffic.

Chengshang Hou, Junzheng Shi, Cuicui Kang, Zigang Cao, Xiong Gang

Proceedings of the 37th IEEE International Performance Computing and Communications Conference, 2018

Old Habits Die Hard: Fingerprinting Websites on the Cloud.

Xudong Zeng, Cuicui Kang, Junzheng Shi, Zhen Li, Gang Xiong

Proceedings of the Computational Science - ICCS 2018, 2018

2017

Image-Set Based Collaborative Representation for Face Recognition in Videos.

Gaopeng Gou, Junzheng Shi, Gang Xiong, Peipei Fu, Zhen Li, Zhenzhen Li

Proceedings of the Advances in Multimedia Information Processing - PCM 2017, 2017

Design for Network File Forensics System Based on Approximate Matching.

Aonan Zhai, Fei Xu, Haiqing Pan, Junzheng Shi, Gang Xiong

Proceedings of the Advanced Multimedia and Ubiquitous Engineering, 2017

Auto-identification of background traffic based on autonomous periodic interaction.

Chang Liu, Lingwu Zeng, Junzheng Shi, Fei Xu, Gang Xiong, Siu-Ming Yiu

Proceedings of the 36th IEEE International Performance Computing and Communications Conference, 2017

Video face recognition through multi-scale and optimization of margin distributions.

Gaopeng Gou, Zhen Li, Gang Xiong, Yangyang Guan, Junzheng Shi

Proceedings of the International Conference on Computational Science, 2017

POSTER: A Comprehensive Study of Forged Certificates in the Wild.

Mingxin Cui, Zigang Cao, Gang Xiong, Junzheng Shi

Proceedings of the 2017 ACM SIGSAC Conference on Computer and Communications Security, 2017