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Junzheng Shi
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2020 – today
- 2024
- [c28]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: 766-771 - 2023
- [j2]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: 109731 (2023) - [c27]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: 1112-1117 - 2022
- [j1]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): 5676 (2022) - [c26]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: 270-285 - [c25]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: 897-904 - [c24]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: 633-642 - [i3]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 abs/2202.06335 (2022) - [i2]Tianyu Cui, Chang Liu, Gaopeng Gou, Junzheng Shi, Gang Xiong
:
A Comprehensive Study of Accelerating IPv6 Deployment. CoRR abs/2204.09539 (2022) - 2021
- [c23]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: 1128-1135 - [c22]Junzheng Shi, Mengyan Liu, Gang Xiong
:
MultiLink-QuickAbw: A Multi-Congestion-Links-Oriented Fast Available Bandwidth Measurement Method. ICAIIS 2021: 25:1-25:9 - [c21]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: 1-8 - [c20]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: 1-8 - [c19]Yu Guo, Gang Xiong
, Zhen Li, Junzheng Shi, Mingxin Cui, Gaopeng Gou:
Combating Imbalance in Network Traffic Classification Using GAN Based Oversampling. Networking 2021: 1-9 - [c18]Chengshang Hou, Junzheng Shi, Mingxin Cui, Mengyan Liu, Jing Yu:
Universal Website Fingerprinting Defense Based on Adversarial Examples. TrustCom 2021: 99-106 - [c17]Chengshang Hou, Junzheng Shi, Mingxin Cui, Qingya Yang:
Attack versus Attack: Toward Adversarial Example Defend Website Fingerprinting Attack. TrustCom 2021: 766-773 - 2020
- [c16]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: 1-6 - [c15]Junzheng Shi, Qingya Yang, Gaopeng Gou, Gang Xiong
:
An Quick Available-Bandwidth Measurement Method Based on Link Delay Growth Rate. ICCBN 2020: 51-57 - [c14]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: 1-7 - [c13]Chengshang Hou, Gaopeng Gou, Junzheng Shi, Peipei Fu, Gang Xiong:
WF-GAN: Fighting Back Against Website Fingerprinting Attack Using Adversarial Learning. ISCC 2020: 1-7 - [c12]Tianyu Cui, Gang Xiong
, Gaopeng Gou, Junzheng Shi, Wei Xia:
6VecLM: Language Modeling in Vector Space for IPv6 Target Generation. ECML/PKDD (4) 2020: 192-207 - [i1]Tianyu Cui, Gang Xiong, Gaopeng Gou, Junzheng Shi, Wei Xia:
6VecLM: Language Modeling in Vector Space for IPv6 Target Generation. CoRR abs/2008.02213 (2020)
2010 – 2019
- 2019
- [c11]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: 2428-2435 - [c10]Tianyu Cui
, Chang Liu, Gaopeng Gou, Junzheng Shi, Gang Xiong:
A Comprehensive Study of Accelerating IPv6 Deployment. IPCCC 2019: 1-8 - [c9]Xinlei Fan, Gaopeng Gou, Cuicui Kang, Junzheng Shi, Gang Xiong:
Identify OS from encrypted traffic with TCP/IP stack fingerprinting. IPCCC 2019: 1-7 - [c8]Minghao Jiang, Gaopeng Gou, Junzheng Shi, Gang Xiong
:
I Know What You Are Doing With Remote Desktop. IPCCC 2019: 1-7 - 2018
- [c7]Xudong Zeng, Cuicui Kang, Junzheng Shi, Zhen Li, Gang Xiong
:
Old Habits Die Hard: Fingerprinting Websites on the Cloud. ICCS (3) 2018: 499-511 - [c6]Chengshang Hou, Junzheng Shi, Cuicui Kang, Zigang Cao, Xiong Gang:
Classifying User Activities in the Encrypted WeChat Traffic. IPCCC 2018: 1-8 - 2017
- [c5]Mingxin Cui, Zigang Cao, Gang Xiong
, Junzheng Shi:
POSTER: A Comprehensive Study of Forged Certificates in the Wild. CCS 2017: 2487-2489 - [c4]Gaopeng Gou, Zhen Li, Gang Xiong, Yangyang Guan, Junzheng Shi:
Video face recognition through multi-scale and optimization of margin distributions. ICCS 2017: 2458-2462 - [c3]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: 1-8 - [c2]Aonan Zhai, Fei Xu, Haiqing Pan, Junzheng Shi, Gang Xiong
:
Design for Network File Forensics System Based on Approximate Matching. MUE/FutureTech 2017: 426-431 - [c1]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: 498-507
Coauthor Index
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