Android Malware Network Behavior Analysis at HTTP Protocol Packet Level. - Shanshan Wang 003; Shifeng Hou; Lei Zhang 085; Zhenxiang Chen; Hongbo Han (ICA3PP (Workshops and Symposiums), 2015)

TrafficAV: An effective and explainable detection of mobile malware behavior using network traffic. - Shanshan Wang 003; Zhenxiang Chen; Lei Zhang 085; Qiben Yan; Bo Yang 001; Lizhi Peng; Zhongtian Jia (IWQoS, 2016)

DroidCollector: A High Performance Framework for High Quality Android Traffic Collection. - Dong Cao; Shanshan Wang 003; Qun Li; Zhenxiang Chen; Qiben Yan; Lizhi Peng; Bo Yang 001 (Trustcom/BigDataSE/ISPA, 2016)

Finding Android Malware Trace from Highly Imbalanced Network Traffic. - Ying Pang; Zhenxiang Chen; Xiaomei Li; Shanshan Wang 003; Chuan Zhao; Lin Wang 004; Ke Ji; Zicong Li (CSE/EUC (1), 2017)

Android Malware Clustering Analysis on Network-Level Behavior. - Shanshan Wang 003; Zhenxiang Chen; Xiaomei Li; Lin Wang 004; Ke Ji; Chuan Zhao (ICIC (1), 2017)

TextDroid: Semantics-based detection of mobile malware using network flows. - Shanshan Wang 003; Qiben Yan; Zhenxiang Chen; Bo Yang 001; Chuan Zhao; Mauro Conti (INFOCOM Workshops, 2017)

MulAV: Multilevel and Explainable Detection of Android Malware with Data Fusion. - Qun Li; Zhenxiang Chen; Qiben Yan; Shanshan Wang 003; Kun Ma 001; Yuliang Shi; Lizhen Cui (ICA3PP (4), 2018)

A Fast and Effective Detection of Mobile Malware Behavior Using Network Traffic. - Anran Liu; Zhenxiang Chen; Shanshan Wang 003; Lizhi Peng; Chuan Zhao; Yuliang Shi (ICA3PP (4), 2018)

Deep and Broad Learning Based Detection of Android Malware via Network Traffic. - Shanshan Wang 003; Zhenxiang Chen; Qiben Yan; Ke Ji; Lin Wang 004; Bo Yang 001; Mauro Conti (IWQoS, 2018)

Lexical Mining of Malicious URLs for Classifying Android Malware. - Shanshan Wang 003; Qiben Yan; Zhenxiang Chen; Lin Wang 004; Riccardo Spolaor; Bo Yang 001; Mauro Conti (SecureComm (1), 2018)

Machine learning based mobile malware detection using highly imbalanced network traffic. - Zhenxiang Chen; Qiben Yan; Hongbo Han; Shanshan Wang 003; Lizhi Peng; Lin Wang 004; Bo Yang 001 (Inf. Sci., 2018)

Detecting Android Malware Leveraging Text Semantics of Network Flows. - Shanshan Wang 003; Qiben Yan; Zhenxiang Chen; Bo Yang 001; Chuan Zhao; Mauro Conti (IEEE Trans. Inf. Forensics Secur., 2018)

A mobile malware detection method using behavior features in network traffic. - Shanshan Wang 003; Zhenxiang Chen; Qiben Yan; Bo Yang 001; Lizhi Peng; Zhongtian Jia (J. Netw. Comput. Appl., 2019)

Deep and broad URL feature mining for android malware detection. - Shanshan Wang 003; Zhenxiang Chen; Qiben Yan; Ke Ji; Lizhi Peng; Bo Yang 001; Mauro Conti (Inf. Sci., 2020)

Chinese NER Using ALBERT and Multi-word Information. - Hanchen Xu; Zhenxiang Chen; Shanshan Wang 003; Xiaoqing Jiang (ACM TUR-C, 2021)

Decision-based adversarial attack for speaker recognition models. - Xueyang Cao; Shanshan Wang 003; Zhenxiang Chen; Xiaoqing Jiang; Weiliang Zheng; Yadi Han (CSAI, 2022)

SFMD: A Semi-Supervised Federated Malicious Traffic Detection Approach in IoT. - Wenyue Wang; Shanshan Wang 003; Daokuan Bai; Chuan Zhao; Lizhi Peng; Zhenxiang Chen (ISPA/BDCloud/SocialCom/SustainCom, 2022)

Mining Function Homology of Bot Loaders from Honeypot Logs. - Yuhui Zhu; Zhenxiang Chen; Qiben Yan; Shanshan Wang 003; Enlong Li; Lizhi Peng; Chuan Zhao (CoRR, 2022)

CSLog: Anomaly Detection for Syslog Based on Contrastive Self-Supervised Representation Learning. - Shuhao Yan; Shanshan Wang 003; Zhenxiang Chen; Xiaoqing Jiang; Xueyang Cao (APNOMS, 2023)

The Secondary Isolated Data Island: Isolated Data Island Caused by Blockchain in Federated Learning. - Chenghan Wang; Shanshan Wang 003; Chuan Zhao; Xueyang Cao; Shuhao Yan; Yadi Han; Limei Huang; Zhenxiang Chen (BIBM, 2023)

Overcoming Noisy Labels in Federated Learning Through Local Self-Guiding. - Daokuan Bai; Shanshan Wang 003; Wenyue Wang; Hua Wang; Chuan Zhao; Peng Yuan; Zhenxiang Chen (CCGrid, 2023)

Decentralized Reinforced Anonymous FLchain: a Secure Federated Learning Architecture for the Medical Industry. - Chenghan Wang; Shanshan Wang 003; Chuan Zhao; Wenyue Wang; Bin Hu; Youmian Wang; Lin Wang 004; Zhenxiang Chen (COMPSAC, 2023)

Measurement of Illegal Android Gambling App Ecosystem From Joint Promotion Perspective. - Yadi Han; Shanshan Wang 003; Yiwen Li; Xueyang Cao; Limei Huang; Zhenxiang Chen (DSAA, 2023)

Adversarial Attack with Genetic Algorithm against IoT Malware Detectors. - Peng Yuan; Shanshan Wang 003; Chuan Zhao; Wenyue Wang; Daokuan Bai; Lizhi Peng; Zhenxiang Chen (ICC, 2023)

Devils in the Clouds: An Evolutionary Study of Telnet Bot Loaders. - Yuhui Zhu; Zhenxiang Chen; Qiben Yan; Shanshan Wang 003; Alberto Giaretta 001; Enlong Li; Lizhi Peng; Chuan Zhao; Mauro Conti (ICC, 2023)

Exploring Wi-Fi Privacy Disclosure: A Novel Approach to User Identity Prediction Based on Traffic Multi-level Information. - Yiwen Li; Shanshan Wang 003; Zhenxiang Chen; Xueyang Cao; Yadi Han (ICPADS, 2023)

Low-Frequency Aware Unsupervised Detection of Dark Jargon Phrases on Social Platforms. - Limei Huang; Shanshan Wang 003; Changlin Liu; Xueyang Cao; Yadi Han; Shaolei Liu; Zhenxiang Chen (PRICAI (2), 2023)

Safety or Not? A Comparative Study for Deep Learning Apps on Smartphones. - Jin Au-Yeung; Shanshan Wang 003; Yuchen Liu; Zhenxiang Chen (TrustCom, 2023)

Encrypted Malicious Traffic Detection Based on Graph Convolutional Network and Temporal Dissection. - Yuchen Liu; Shanshan Wang 003; Jin Au-Yeung; Zhenxiang Chen (CSCWD, 2024)

KGhish: A Phishing Website Detection Method Based on Knowledge Graph. - Changlin Liu; Shanshan Wang 003; Zhenxiang Chen; Limei Huang; Yan Li; Hanwen Li (ICIC (13), 2024)