Junzheng Shi

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 33

Top Topics

Language Modeling

Classification Method

Face Recognition

Top Venues

Publications

Mengyan Liu, Gaopeng Gou, Gang Xiong, Junzheng Shi, Chang Liu, Chen Chen
WebPromptM2: A Website Classification Method Leveraging Prompt-Based Learning with Multimodal Features. CSCWD (2024)
Chen Yang, Gang Xiong, Qing Zhang, Junzheng Shi, Gaopeng Gou, Zhen Li, Chang Liu
Few-shot encrypted traffic classification via multi-task representation enhanced meta-learning. Comput. Networks 228 (2023)
Qingya Yang, Peipei Fu, Junzheng Shi, Bingxu Wang, Zhen Li, Gang Xiong
Multi-Feature Fusion Based Approach for Classifying Encrypted Mobile Application Traffic. CSCWD (2023)
Jie Deng, Xuan Lv, Lujia Yang, Baoqiang Zhao, Congying Zhou, Ziqian Yang, Jiarui Jiang, Ning Ning, Jinyu Zhang, Junzheng Shi, Zhanhong Ma
Assessing Macro Disease Index of Wheat Stripe Rust Based on Segformer with Complex Background in the Field. Sensors 22 (15) (2022)
Xinjie Lin, Gang Xiong, Gaopeng Gou, Zhen Li, Junzheng Shi, Jing Yu
ET-BERT: A Contextualized Datagram Representation with Pre-training Transformers for Encrypted Traffic Classification. WWW (2022)
Xinjie Lin, Gang Xiong, Gaopeng Gou, Zhen Li, Junzheng Shi, Jing Yu
ET-BERT: A Contextualized Datagram Representation with Pre-training Transformers for Encrypted Traffic Classification. CoRR (2022)
Tianyu Cui, Gang Xiong, Chang Liu, Junzheng Shi, Peipei Fu, Gaopeng Gou
GALG: Linking Addresses in Tracking Ecosystem Using Graph Autoencoder with Link Generation. ECML/PKDD (6) (2022)
Tianyu Cui, Chang Liu, Gaopeng Gou, Junzheng Shi, Gang Xiong
A Comprehensive Study of Accelerating IPv6 Deployment. CoRR (2022)
Zhishen Zhu, Junzheng Shi, Chonghua Wang, Gang Xiong, Zhiqiang Hao, Gaopeng Gou
MCFM: Discover Sensitive Behavior from Encrypted Traffic in Industrial Control System. TrustCom (2022)
Junzheng Shi, Mengyan Liu, Chengshang Hou, Minghao Jiang, Gang Xiong
Online Encrypted Mobile Application Traffic Classification at the Early Stage: Challenges, Evaluation Criteria, Comparison Methods. ICCCS (2021)
Yu Guo, Gang Xiong, Zhen Li, Junzheng Shi, Mingxin Cui, Gaopeng Gou
TA-GAN: GAN based Traffic Augmentation for Imbalanced Network Traffic Classification. IJCNN (2021)
Chengshang Hou, Junzheng Shi, Mingxin Cui, Qingya Yang
Attack versus Attack: Toward Adversarial Example Defend Website Fingerprinting Attack. TrustCom (2021)
Yu Guo, Gang Xiong, Zhen Li, Junzheng Shi, Mingxin Cui, Gaopeng Gou
Combating Imbalance in Network Traffic Classification Using GAN Based Oversampling. Networking (2021)
Chengshang Hou, Junzheng Shi, Mingxin Cui, Mengyan Liu, Jing Yu
Universal Website Fingerprinting Defense Based on Adversarial Examples. TrustCom (2021)
Yu Guo, Gaopeng Gou, Gang Xiong, Minghao Jiang, Junzheng Shi, Wei Xia
Let Imbalance Have Nowhere to Hide: Class-Sensitive Feature Extraction for Imbalanced Traffic Classification. IJCNN (2021)
Junzheng Shi, Mengyan Liu, Gang Xiong
MultiLink-QuickAbw: A Multi-Congestion-Links-Oriented Fast Available Bandwidth Measurement Method. ICAIIS (2021)
Minghao Jiang, Yong Wang, Gaopeng Gou, Wei Cai, Gang Xiong, Junzheng Shi
PST: a More Practical Adversarial Learning-based Defense Against Website Fingerprinting. GLOBECOM (2020)
Tianyu Cui, Gang Xiong, Gaopeng Gou, Junzheng Shi, Wei Xia
6VecLM: Language Modeling in Vector Space for IPv6 Target Generation. CoRR (2020)
Yutong Chen, Zhen Li, Junzheng Shi, Gaopeng Gou, Chang Liu, Gang Xiong
Not Afraid of the Unseen: a Siamese Network based Scheme for Unknown Traffic Discovery. ISCC (2020)
Junzheng Shi, Qingya Yang, Gaopeng Gou, Gang Xiong
An Quick Available-Bandwidth Measurement Method Based on Link Delay Growth Rate. ICCBN (2020)
Tianyu Cui, Gang Xiong, Gaopeng Gou, Junzheng Shi, Wei Xia
6VecLM: Language Modeling in Vector Space for IPv6 Target Generation. ECML/PKDD (4) (2020)
Chengshang Hou, Gaopeng Gou, Junzheng Shi, Peipei Fu, Gang Xiong
WF-GAN: Fighting Back Against Website Fingerprinting Attack Using Adversarial Learning. ISCC (2020)
Yu Guo, Junzheng Shi, Zigang Cao, Cuicui Kang, Gang Xiong, Zhen Li
Machine Learning Based CloudBot Detection Using Multi-Layer Traffic Statistics. HPCC/SmartCity/DSS (2019)
Minghao Jiang, Gaopeng Gou, Junzheng Shi, Gang Xiong
I Know What You Are Doing With Remote Desktop. IPCCC (2019)
Tianyu Cui, Chang Liu, Gaopeng Gou, Junzheng Shi, Gang Xiong
A Comprehensive Study of Accelerating IPv6 Deployment. IPCCC (2019)
Xinlei Fan, Gaopeng Gou, Cuicui Kang, Junzheng Shi, Gang Xiong
Identify OS from encrypted traffic with TCP/IP stack fingerprinting. IPCCC (2019)
Xudong Zeng, Cuicui Kang, Junzheng Shi, Zhen Li, Gang Xiong
Old Habits Die Hard: Fingerprinting Websites on the Cloud. ICCS (3) (2018)
Chengshang Hou, Junzheng Shi, Cuicui Kang, Zigang Cao, Xiong Gang
Classifying User Activities in the Encrypted WeChat Traffic. IPCCC (2018)
Gaopeng Gou, Junzheng Shi, Gang Xiong, Peipei Fu, Zhen Li, Zhenzhen Li
Image-Set Based Collaborative Representation for Face Recognition in Videos. PCM (2) (2017)
Gaopeng Gou, Zhen Li, Gang Xiong, Yangyang Guan, Junzheng Shi
Video face recognition through multi-scale and optimization of margin distributions. ICCS (2017)
Chang Liu, Lingwu Zeng, Junzheng Shi, Fei Xu, Gang Xiong, Siu-Ming Yiu
Auto-identification of background traffic based on autonomous periodic interaction. IPCCC (2017)
Aonan Zhai, Fei Xu, Haiqing Pan, Junzheng Shi, Gang Xiong
Design for Network File Forensics System Based on Approximate Matching. MUE/FutureTech (2017)
Mingxin Cui, Zigang Cao, Gang Xiong, Junzheng Shi
POSTER: A Comprehensive Study of Forged Certificates in the Wild. CCS (2017)