A Novel IRC Botnet Detection Method Based on Packet Size Sequence. - Xiaobo Ma; Xiaohong Guan; Jing Tao; Qinghua Zheng; Yun Guo; Lu Liu; Shuang Zhao (ICC, 2010)

Cloud-based push-styled mobile botnets: a case study of exploiting the cloud to device messaging service. - Shuang Zhao; Patrick P. C. Lee; John C. S. Lui; Xiaohong Guan; Xiaobo Ma; Jing Tao (ACSAC, 2012)

Towards active measurement for DNS query behavior of botnets. - Xiaobo Ma; Jianfeng Li 006; Jing Tao; Xiaohong Guan (GLOBECOM, 2012)

Boosting practicality of DNS cache probing: A general estimator based on Bayesian forecasting. - Jianfeng Li 006; Xiaobo Ma; Jing Tao; Xiaohong Guan (ICC, 2013)

A Peep on the Interplays between Online Video Websites and Online Social Networks - Junzhou Zhao; Pinghui Wang; Jing Tao; Xiaobo Ma; Xiaohong Guan (CoRR, 2013)

MIGDroid: Detecting APP-Repackaging Android malware via method invocation graph. - Wenjun Hu; Jing Tao; Xiaobo Ma; Wenyu Zhou; Shuang Zhao; Ting Han (ICCCN, 2014)

DNSRadar: Outsourcing Malicious Domain Detection Based on Distributed Cache-Footprints. - Xiaobo Ma; Junjie Zhang 004; Jing Tao; Jianfeng Li 006; Jue Tian; Xiaohong Guan (IEEE Trans. Inf. Forensics Secur., 2014)

Modeling repeating behaviors in packet arrivals: Detection and measurement. - Jianfeng Li 006; Jing Tao; Xiaobo Ma; Junjie Zhang 004; Xiaohong Guan (INFOCOM, 2015)

Accurate DNS query characteristics estimation via active probing. - Xiaobo Ma; Junjie Zhang 004; Zhenhua Li 001; Jianfeng Li 006; Jing Tao; Xiaohong Guan; John C. S. Lui; Don Towsley (J. Netw. Comput. Appl., 2015)

Satellite Remote Sensing-Based In-Season Diagnosis of Rice Nitrogen Status in Northeast China. - Shanyu Huang; Yuxin Miao; Guangming Zhao; Fei Yuan 004; Xiaobo Ma; Chuanxiang Tan; Weifeng Yu; Martin L. Gnyp; Victoria I. S. Lenz-Wiedemann; Uwe Rascher; Georg Bareth (Remote. Sens., 2015)

I Know Where You All Are! Exploiting Mobile Social Apps for Large-Scale Location Privacy Probing. - Shuang Zhao; Xiapu Luo; Bo Bai; Xiaobo Ma; Wei Zou; Xinliang Qiu; Man Ho Au (ACISP (1), 2016)

Is what you measure what you expect? Factors affecting smartphone-based mobile network measurement. - Lei Xue 001; Xiaobo Ma; Xiapu Luo; Le Yu 002; Shuai Wang 012; Ting Chen 002 (INFOCOM, 2017)

AutoFlowLeaker: Circumventing Web Censorship through Automation Services. - Shengtuo Hu; Xiaobo Ma; Muhui Jiang; Xiapu Luo; Man Ho Au (SRDS, 2017)

Vehicle Traffic Driven Camera Placement for Better Metropolis Security Surveillance. - Xiaobo Ma; Yihui He; Xiapu Luo; Jianfeng Li 006; Mengchen Zhao; Bo An 001; Xiaohong Guan (CoRR, 2017)

Mining repeating pattern in packet arrivals: Metrics, models, and applications. - Jianfeng Li 006; Xiaobo Ma; Junjie Zhang 004; Jing Tao; Pinghui Wang; Xiaohong Guan (Inf. Sci., 2017)

Can We Learn what People are Doing from Raw DNS Queries? - Jianfeng Li 006; Xiaobo Ma; Guodong Li; Xiapu Luo; Junjie Zhang 004; Wei Li 029; Xiaohong Guan (INFOCOM, 2018)

Shoot at a Pigeon and Kill a Crow: On Strike Precision of Link Flooding Attacks. - Jiahao Peng; Xiaobo Ma; Jianfeng Li 006; Lei Xue 001; Wenjun Hu (NSS, 2018)

Revisiting Website Fingerprinting Attacks in Real-World Scenarios: A Case Study of Shadowsocks. - Yankang Zhao; Xiaobo Ma; Jianfeng Li 006; Shui Yu 001; Wei Li 172 (NSS, 2018)

Camera Placement Based on Vehicle Traffic for Better City Security Surveillance. - Xiaobo Ma; Yihui He; Xiapu Luo; Jianfeng Li 006; Mengchen Zhao; Bo An 001; Xiaohong Guan (IEEE Intell. Syst., 2018)

Exploiting Proximity-Based Mobile Apps for Large-Scale Location Privacy Probing. - Shuang Zhao; Xiapu Luo; Xiaobo Ma; Bo Bai; Yankang Zhao; Wei Zou; Zeming Yang; Man Ho Au; Xinliang Qiu (Secur. Commun. Networks, 2018)

LinkScope: Toward Detecting Target Link Flooding Attacks. - Lei Xue 001; Xiaobo Ma; Xiapu Luo; Edmond W. W. Chan; TungNgai Miu; Guofei Gu (IEEE Trans. Inf. Forensics Secur., 2018)

DeepCG: Classifying Metamorphic Malware Through Deep Learning of Call Graphs. - Shuang Zhao; Xiaobo Ma; Wei Zou; Bo Bai (SecureComm (1), 2019)

A Commit Messages-Based Bug Localization for Android Applications. - Tao Zhang 001; Wenjun Hu; Xiapu Luo; Xiaobo Ma (Int. J. Softw. Eng. Knowl. Eng., 2019)

Protecting internet infrastructure against link flooding attacks: A techno-economic perspective. - Xiaobo Ma; Jianfeng Li 006; Yajuan Tang; Bo An 001; Xiaohong Guan (Inf. Sci., 2019)

A Quantitative and Comparative Study of Network-Level Efficiency for Cloud Storage Services. - Zhenhua Li 001; Yongfeng Zhang; Yunhao Liu 001; Tianyin Xu; Ennan Zhai; Yao Liu 001; Xiaobo Ma; Zhenyu Li 001 (ACM Trans. Model. Perform. Evaluation Comput. Syst., 2019)

Hybrid Syntactic Graph Convolutional Networks for Chinese Event Detection. - Xiaobo Ma; Yongbin Liu; Chunping Ouyang (CCKS, 2020)

An Uncertainty-Based Traffic Training Approach to Efficiently Identifying Encrypted Proxies. - Xianlei Zhang; Xiaobo Ma; Xiao Han; Bo She; Wei Li 172 (ICAIT, 2020)

RSS-Based Localization Using Bayesian Hierarchical Model with Spatially Correlated Shadow Fading. - Jun Zhang; Daoxing Guo; Xiaobo Ma (ICCT, 2020)

Pinpointing Hidden IoT Devices via Spatial-temporal Traffic Fingerprinting. - Xiaobo Ma; Jian Qu; Jianfeng Li 006; John C. S. Lui; Zhenhua Li 001; Xiaohong Guan (INFOCOM, 2020)

A Potential Game Approach to Multiple UAVs 3D Placement in Iot Communication Networks. - Binbin Wu; Bangning Zhang; Bing Zhao 002; Daoxing Guo; Xiaobo Ma; Guofeng Wei (WCSP, 2020)

Taming energy cost of disk encryption software on data-intensive mobile devices. - Yang Hu; John C. S. Lui; Wenjun Hu; Xiaobo Ma; Jianfeng Li 006; Xiao Liang (Future Gener. Comput. Syst., 2020)

Randomized Security Patrolling for Link Flooding Attack Detection. - Xiaobo Ma; Bo An 001; Mengchen Zhao; Xiapu Luo; Lei Xue 001; Zhenhua Li 001; Tony T. N. Miu; Xiaohong Guan (IEEE Trans. Dependable Secur. Comput., 2020)

On the Performance Evaluation of Congestion Control Algorithms against DDoS Attacks. - Huafeng Bian; Xiaobo Ma; Pengyu Pan (DSA, 2021)

Effectively and Efficiently Defending Shadowsocks against Website Fingerprinting Attacks. - Shuangshuang Huang; Xiaobo Ma; Huafeng Bian (DSA, 2021)

Exploiting Bitcoin Mining Pool for Stealthy and Flexible Botnet Channels. - Pengyu Pan; Xiaobo Ma; Huafeng Bian (DSA, 2021)

Querent-centric Domain Name System Modeling and Its Application in Passive Software Discovery. - Jian Qu; Xiaobo Ma; Wenmao Liu (DSA, 2021)

A Link Flooding Attack Detection Method based on Non-Cooperative Active Measurement. - Xin Wang; Xiaobo Ma; Jian Qu (DSA, 2021)

Context-aware Website Fingerprinting over Encrypted Proxies. - Xiaobo Ma; Mawei Shi; Bingyu An; Jianfeng Li 006; Daniel Xiapu Luo; Junjie Zhang 004; Xiaohong Guan (INFOCOM, 2021)

Inaccurate Prediction Is Not Always Bad: Open-World Driver Recognition via Error Analysis. - Jianfeng Li 006; Kaifa Zhao; Yajuan Tang; Xiapu Luo; Xiaobo Ma (VTC Spring, 2021)

On Modeling Link Flooding Attacks and Defenses. - Xin Wang 114; Xiaobo Ma; Jiahao Peng; Jianfeng Li 006; Lei Xue 001; Wenjun Hu; Li Feng (IEEE Access, 2021)

One Host with So Many IPs! On The Security Implications of Dynamic Virtual Private Servers. - Xiaobo Ma; Jian Qu; Feitong Chen; Wenmao Liu; Jianfeng Li 006; Jing Tao; Hongshan Jiao; Mawei Shi; Zhi-Li Zhang (IEEE Commun. Mag., 2021)

Systematically Landing Machine Learning onto Market-Scale Mobile Malware Detection. - Liangyi Gong; Hao Lin 005; Zhenhua Li 001; Feng Qian 001; Yang Li 092; Xiaobo Ma; Yunhao Liu 001 (IEEE Trans. Parallel Distributed Syst., 2021)

Landing Reinforcement Learning onto Smart Scanning of The Internet of Things. - Jian Qu; Xiaobo Ma; Wenmao Liu; Hongqing Sang; Jianfeng Li 006; Lei Xue 001; Xiapu Luo; Zhenhua Li 001; Li Feng; Xiaohong Guan (INFOCOM, 2022)

Packet-Level Open-World App Fingerprinting on Wireless Traffic. - Jianfeng Li 006; Shuohan Wu; Hao Zhou 009; Xiapu Luo; Ting Wang 006; Yangyang Liu; Xiaobo Ma (NDSS, 2022)

FOAP: Fine-Grained Open-World Android App Fingerprinting. - Jianfeng Li 006; Hao Zhou 009; Shuohan Wu; Xiapu Luo; Ting Wang 006; Xian Zhan; Xiaobo Ma (USENIX Security Symposium, 2022)

Capturing semantic features to improve Chinese event detection. - Xiaobo Ma; Yongbin Liu; Chunping Ouyang (CAAI Trans. Intell. Technol., 2022)

Discussion on InSAR Identification Effectivity of Potential Landslides and Factors That Influence the Effectivity. - Jingtao Liang; Jihong Dong; Su Zhang; Cong Zhao; Bin Liu; Lei Yang; Shengwu Yan; Xiaobo Ma (Remote. Sens., 2022)

Integration of Sentinel-1A, ALOS-2 and GF-1 Datasets for Identifying Landslides in the Three Parallel Rivers Region, China. - Cong Zhao; Jingtao Liang; Su Zhang; Jihong Dong; Shengwu Yan; Lei Yang; Bin Liu; Xiaobo Ma; Weile Li (Remote. Sens., 2022)

Magnetic-Based Polydimethylsiloxane Microspheres for Magnetic Field Measurement. - Bing Sun; Xinjiang Wang; Xiaobo Ma; Zhongyuan Sun; Zhiqiang Wang; Zuxing Zhang; Kaiming Zhou (IEEE Trans. Instrum. Meas., 2022)

Overlay-Based Android Malware Detection at Market Scales: Systematically Adapting to the New Technological Landscape. - Liangyi Gong; Zhenhua Li 001; Hongyi Wang 009; Hao Lin 005; Xiaobo Ma; Yunhao Liu 001 (IEEE Trans. Mob. Comput., 2022)

Inferring Hidden IoT Devices and User Interactions via Spatial-Temporal Traffic Fingerprinting. - Xiaobo Ma; Jian Qu; Jianfeng Li 006; John C. S. Lui; Zhenhua Li 001; Wenmao Liu; Xiaohong Guan (IEEE/ACM Trans. Netw., 2022)

PackerGrind: An Adaptive Unpacking System for Android Apps. - Lei Xue 001; Hao Zhou 009; Xiapu Luo; Le Yu 002; Dinghao Wu; Yajin Zhou; Xiaobo Ma (IEEE Trans. Software Eng., 2022)

An Input-Agnostic Hierarchical Deep Learning Framework for Traffic Fingerprinting. - Jian Qu; Xiaobo Ma; Jianfeng Li 006; Xiapu Luo; Lei Xue 001; Junjie Zhang 004; Zhenhua Li 001; Li Feng; Xiaohong Guan (USENIX Security Symposium, 2023)

HANDOM: Heterogeneous Attention Network Model for Malicious Domain Detection. - Qing Wang 041; Cong Dong; Shijie Jian; Dan Du; Zhigang Lu 002; Yinhao Qi; Dongxu Han; Xiaobo Ma; Fei Wang 014; Yuling Liu (Comput. Secur., 2023)

On-ramp and Off-ramp Traffic Flows Estimation Based on A Data-driven Transfer Learning Framework. - Xiaobo Ma; Abolfazl Karimpour; Yao-Jan Wu (CoRR, 2023)

A Transfer Learning Framework for Proactive Ramp Metering Performance Assessment. - Xiaobo Ma; Adrian Cottam; Mohammad Razaur Rahman Shaon; Yao-Jan Wu (CoRR, 2023)

Who is DNS serving for? A human-software perspective of modeling DNS services. - Jian Qu; Xiaobo Ma; Wenmao Liu (Knowl. Based Syst., 2023)

ParaDefender: A Scenario-Driven Parallel System for Defending Metaverses. - Jinpeng Han; Manzhi Yang; Xiaoguang Chen; Hongtao Liu; Yuntao Wang 004; Jianhao Li; Zhou Su; Zhen Li; Xiaobo Ma (IEEE Trans. Syst. Man Cybern. Syst., 2023)

DNSScope: Fine-Grained DNS Cache Probing for Remote Network Activity Characterization. - Jianfeng Li 006; Zheng Lin; Xiaobo Ma; Jianhao Li; Jian Qu; Xiapu Luo; Xiaohong Guan (INFOCOM, 2024)

TrafficGPT: Breaking the Token Barrier for Efficient Long Traffic Analysis and Generation. - Jian Qu; Xiaobo Ma; Jianfeng Li 006 (CoRR, 2024)

ABC-Channel: An Advanced Blockchain-based Covert Channel. - Xiaobo Ma; Pengyu Pan; Jianfeng Li 006; Wei Wang 012; Weizhi Meng 001; Xiaohong Guan (CoRR, 2024)

Large Language Models for Mobility in Transportation Systems: A Survey on Forecasting Tasks. - Zijian Zhang; Yujie Sun; Zepu Wang; Yuqi Nie; Xiaobo Ma; Peng Sun 007; Ruolin Li (CoRR, 2024)

Uncertainty-Aware Crime Prediction With Spatial Temporal Multivariate Graph Neural Networks. - Zepu Wang; Xiaobo Ma; Huajie Yang; Weimin Lvu; Peng Sun 007; Sharath Chandra Guntuku (CoRR, 2024)

Data-Driven Transfer Learning Framework for Estimating Turning Movement Counts. - Xiaobo Ma; Hyunsoo Noh; Ryan Hatch; James Tokishi; Zepu Wang (CoRR, 2024)

FedComm: A Privacy-Enhanced and Efficient Authentication Protocol for Federated Learning in Vehicular Ad-Hoc Networks. - Xiaohan Yuan; Jiqiang Liu; Bin Wang 062; Wei Wang 012; Bin Wang 066; Tao Li 022; Xiaobo Ma; Witold Pedrycz (IEEE Trans. Inf. Forensics Secur., 2024)

Automating Cloud Deployment for Real-Time Online Foundation Model Inference. - Yang Li 092; Zhenhua Li 001; Zhenhua Han; Quanlu Zhang; Xiaobo Ma (IEEE/ACM Trans. Netw., 2024)

On Smartly Scanning of the Internet of Things. - Jian Qu; Xiaobo Ma; Wenmao Liu; Hongqing Sang; Jianfeng Li 006; Lei Xue 001; Xiapu Luo; Zhenhua Li 001; Li Feng; Xiaohong Guan (IEEE/ACM Trans. Netw., 2024)

Website Fingerprinting on Encrypted Proxies: A Flow-Context-Aware Approach and Countermeasures. - Xiaobo Ma; Jian Qu; Mawei Shi; Bingyu An; Jianfeng Li 006; Xiapu Luo; Junjie Zhang 004; Zhenhua Li 001; Xiaohong Guan (IEEE/ACM Trans. Netw., 2024)

Eliminating the impacts of traffic volume variation on before and after studies: a causal inference approach. - Xiaobo Ma; Abolfazl Karimpour; Yao-Jan Wu (J. Intell. Transp. Syst., 2024)

Robust App Fingerprinting Over the Air. - Jianfeng Li 006; Zheng Lin; Jian Qu; Shuohan Wu; Hao Zhou 009; Yangyang Liu; Xiaobo Ma; Ting Wang 006; Xiapu Luo; Xiaohong Guan (IEEE/ACM Trans. Netw., 2024)

Uncertainty-Aware Crime Prediction With Spatial Temporal Multivariate Graph Neural Networks. - Zepu Wang; Xiaobo Ma; Huajie Yang; Weimin Lyu; Yang Liu 246; Peng Sun 007; Sharath Chandra Guntuku (ICASSP, 2025)

Cross-Environmental Website Fingerprinting. - Jianfeng Li 006; Dongliang Wang; Yixuan Liu; Yifei Gao; Xiaorong Zhang; Zheng Lin; Xiaobo Ma; Xiapu Luo; Xiaohong Guan (INFOCOM, 2025)

SoFi: Spoofing OS Fingerprints Against Network Reconnaissance. - Xu Han; Haocong Li; Wei Wang 012; Haining Wang 001; Xiaobo Ma; Shouling Ji; Qiang Li 007 (IEEE Trans. Inf. Forensics Secur., 2025)

Driving State-Aware Anomaly Detection for Autonomous Vehicles. - Zhihao Wang; Lei Xue 001; Xiapu Luo; Xiaobo Ma; Guofei Gu (IEEE Trans. Inf. Forensics Secur., 2025)

Data-driven transfer learning framework for estimating on-ramp and off-ramp traffic flows. - Xiaobo Ma; Abolfazl Karimpour; Yao-Jan Wu (J. Intell. Transp. Syst., 2025)

Domain Adaptation Framework for Turning Movement Count Estimation with Limited Data. - Xiaobo Ma; Hyunsoo Noh; Ryan Hatch; James Tokishi; Zepu Wang (CoRR, 2025)

Sylva: Tailoring Personalized Adversarial Defense in Pre-trained Models via Collaborative Fine-tuning. - Tianyu Qi; Lei Xue; Yufeng Zhan; Xiaobo Ma (CoRR, 2025)

Vehicular Intrusion Detection System for Controller Area Network: A Comprehensive Survey and Evaluation. - Yangyang Liu; Lei Xue 001; Sishan Wang; Xiapu Luo; Kaifa Zhao; Pengfei Jing; Xiaobo Ma; Yajuan Tang; Haiying Zhou (IEEE Trans. Intell. Transp. Syst., 2025)