Xiaobo Ma

84 papers A* 12A 1B 5Misc 1Journal 50Unranked 15
YearRankTypeTitle / Venue / Authors
2026 J jnl
TDSN-GCN: Transformerify Overall Structure Decaying Static Graph Embedding NAS-Guided GCN for Skeleton Action Recognition.
IEEE Trans. Circuits Syst. Video Technol.
Dongjingdian Liu, Yan Hu, Kaiwen Hua, Yijing Lu, Zi Zhang, Xiaobo Ma, Zhaoman Zhong, Pengpeng Chen
2025 A* conf
Cross-Environmental Website Fingerprinting.
INFOCOM
Jianfeng Li, Dongliang Wang, Yixuan Liu, Yifei Gao, Xiaorong Zhang, Zheng Lin, Xiaobo Ma, Xiapu Luo, Xiaohong Guan
2025 J jnl
Data-driven transfer learning framework for estimating on-ramp and off-ramp traffic flows.
J. Intell. Transp. Syst.
Xiaobo Ma, Abolfazl Karimpour, Yao-Jan Wu
2025 J jnl
Domain Adaptation Framework for Turning Movement Count Estimation with Limited Data.
CoRR
Xiaobo Ma, Hyunsoo Noh, Ryan Hatch, James Tokishi, Zepu Wang
2025 J jnl
Driving State-Aware Anomaly Detection for Autonomous Vehicles.
IEEE Trans. Inf. Forensics Secur.
Zhihao Wang, Lei Xue, Xiapu Luo, Xiaobo Ma, Guofei Gu
2025 J jnl
Network-Level Vehicle Delay Estimation at Heterogeneous Signalized Intersections.
CoRR
Xiaobo Ma, Hyunsoo Noh, James Tokishi, Ryan Hatch
2025 J jnl
SoFi: Spoofing OS Fingerprints Against Network Reconnaissance.
IEEE Trans. Inf. Forensics Secur.
Xu Han, Haocong Li, Wei Wang, Haining Wang, Xiaobo Ma, Shouling Ji, Qiang Li
2025 A* conf
Sylva: Tailoring Personalized Adversarial Defense in Pre-trained Models via Collaborative Fine-tuning.
CCS
Tianyu Qi, Lei Xue, Yufeng Zhan, Xiaobo Ma
2025 J jnl
Sylva: Tailoring Personalized Adversarial Defense in Pre-trained Models via Collaborative Fine-tuning.
CoRR
Tianyu Qi, Lei Xue, Yufeng Zhan, Xiaobo Ma
2025 Misc conf
Uncertainty-Aware Crime Prediction With Spatial Temporal Multivariate Graph Neural Networks.
ICASSP
Zepu Wang, Xiaobo Ma, Huajie Yang, Weimin Lyu, Yang Liu, Peng Sun, Sharath Chandra Guntuku
2025 J jnl
Vehicular Intrusion Detection System for Controller Area Network: A Comprehensive Survey and Evaluation.
CoRR
Yangyang Liu, Lei Xue, Sishan Wang, Xiapu Luo, Kaifa Zhao, Pengfei Jing, Xiaobo Ma, Yajuan Tang, Haiying Zhou
2025 J jnl
Vehicular Intrusion Detection System for Controller Area Network: A Comprehensive Survey and Evaluation.
IEEE Trans. Intell. Transp. Syst.
Yangyang Liu, Lei Xue, Sishan Wang, Xiapu Luo, Kaifa Zhao, Pengfei Jing, Xiaobo Ma, Yajuan Tang, Haiying Zhou
2024 J jnl
ABC-Channel: An Advanced Blockchain-based Covert Channel.
CoRR
Xiaobo Ma, Pengyu Pan, Jianfeng Li, Wei Wang, Weizhi Meng, Xiaohong Guan
2024 J jnl
Automating Cloud Deployment for Real-Time Online Foundation Model Inference.
IEEE/ACM Trans. Netw.
Yang Li, Zhenhua Li, Zhenhua Han, Quanlu Zhang, Xiaobo Ma
2024 A* conf
DNSScope: Fine-Grained DNS Cache Probing for Remote Network Activity Characterization.
INFOCOM
Jianfeng Li, Zheng Lin, Xiaobo Ma, Jianhao Li, Jian Qu, Xiapu Luo, Xiaohong Guan
2024 J jnl
Data-Driven Transfer Learning Framework for Estimating Turning Movement Counts.
CoRR
Xiaobo Ma, Hyunsoo Noh, Ryan Hatch, James Tokishi, Zepu Wang
2024 J jnl
Eliminating the impacts of traffic volume variation on before and after studies: a causal inference approach.
J. Intell. Transp. Syst.
Xiaobo Ma, Abolfazl Karimpour, Yao-Jan Wu
2024 J jnl
FedComm: A Privacy-Enhanced and Efficient Authentication Protocol for Federated Learning in Vehicular Ad-Hoc Networks.
IEEE Trans. Inf. Forensics Secur.
Xiaohan Yuan, Jiqiang Liu, Bin Wang, Wei Wang, Bin Wang, Tao Li, Xiaobo Ma, Witold Pedrycz
2024 J jnl
Large Language Models for Mobility in Transportation Systems: A Survey on Forecasting Tasks.
CoRR
Zijian Zhang, Yujie Sun, Zepu Wang, Yuqi Nie, Xiaobo Ma, Peng Sun, Ruolin Li
2024 J jnl
On Smartly Scanning of the Internet of Things.
IEEE/ACM Trans. Netw.
Jian Qu, Xiaobo Ma, Wenmao Liu, Hongqing Sang, Jianfeng Li, Lei Xue, Xiapu Luo, Zhenhua Li, Li Feng, Xiaohong Guan
2024 J jnl
Robust App Fingerprinting Over the Air.
IEEE/ACM Trans. Netw.
Jianfeng Li, Zheng Lin, Jian Qu, Shuohan Wu, Hao Zhou, Yangyang Liu, Xiaobo Ma, Ting Wang, Xiapu Luo, Xiaohong Guan
2024 J jnl
TrafficGPT: Breaking the Token Barrier for Efficient Long Traffic Analysis and Generation.
CoRR
Jian Qu, Xiaobo Ma, Jianfeng Li
2024 J jnl
Uncertainty-Aware Crime Prediction With Spatial Temporal Multivariate Graph Neural Networks.
CoRR
Zepu Wang, Xiaobo Ma, Huajie Yang, Weimin Lvu, Peng Sun, Sharath Chandra Guntuku
2024 J jnl
Website Fingerprinting on Encrypted Proxies: A Flow-Context-Aware Approach and Countermeasures.
IEEE/ACM Trans. Netw.
Xiaobo Ma, Jian Qu, Mawei Shi, Bingyu An, Jianfeng Li, Xiapu Luo, Junjie Zhang, Zhenhua Li, Xiaohong Guan
2023 J jnl
A Transfer Learning Framework for Proactive Ramp Metering Performance Assessment.
CoRR
Xiaobo Ma, Adrian Cottam, Mohammad Razaur Rahman Shaon, Yao-Jan Wu
2023 A* conf
An Input-Agnostic Hierarchical Deep Learning Framework for Traffic Fingerprinting.
USENIX Security Symposium
Jian Qu, Xiaobo Ma, Jianfeng Li, Xiapu Luo, Lei Xue, Junjie Zhang, Zhenhua Li, Li Feng, Xiaohong Guan
2023 J jnl
HANDOM: Heterogeneous Attention Network Model for Malicious Domain Detection.
Comput. Secur.
Qing Wang, Cong Dong, Shijie Jian, Dan Du, Zhigang Lu, Yinhao Qi, Dongxu Han, Xiaobo Ma, Fei Wang, Yuling Liu
2023 J jnl
On-ramp and Off-ramp Traffic Flows Estimation Based on A Data-driven Transfer Learning Framework.
CoRR
Xiaobo Ma, Abolfazl Karimpour, Yao-Jan Wu
2023 J jnl
ParaDefender: A Scenario-Driven Parallel System for Defending Metaverses.
IEEE Trans. Syst. Man Cybern. Syst.
Jinpeng Han, Manzhi Yang, Xiaoguang Chen, Hongtao Liu, Yuntao Wang, Jianhao Li, Zhou Su, Zhen Li, Xiaobo Ma
2023 J jnl
Who is DNS serving for? A human-software perspective of modeling DNS services.
Knowl. Based Syst.
Jian Qu, Xiaobo Ma, Wenmao Liu
2022 J jnl
Capturing semantic features to improve Chinese event detection.
CAAI Trans. Intell. Technol.
Xiaobo Ma, Yongbin Liu, Chunping Ouyang
2022 J jnl
Discussion on InSAR Identification Effectivity of Potential Landslides and Factors That Influence the Effectivity.
Remote. Sens.
Jingtao Liang, Jihong Dong, Su Zhang, Cong Zhao, Bin Liu, Lei Yang, Shengwu Yan, Xiaobo Ma
2022 A* conf
FOAP: Fine-Grained Open-World Android App Fingerprinting.
USENIX Security Symposium
Jianfeng Li, Hao Zhou, Shuohan Wu, Xiapu Luo, Ting Wang, Xian Zhan, Xiaobo Ma
2022 J jnl
Inferring Hidden IoT Devices and User Interactions via Spatial-Temporal Traffic Fingerprinting.
IEEE/ACM Trans. Netw.
Xiaobo Ma, Jian Qu, Jianfeng Li, John C. S. Lui, Zhenhua Li, Wenmao Liu, Xiaohong Guan
2022 J jnl
Integration of Sentinel-1A, ALOS-2 and GF-1 Datasets for Identifying Landslides in the Three Parallel Rivers Region, China.
Remote. Sens.
Cong Zhao, Jingtao Liang, Su Zhang, Jihong Dong, Shengwu Yan, Lei Yang, Bin Liu, Xiaobo Ma, Weile Li
2022 A* conf
Landing Reinforcement Learning onto Smart Scanning of The Internet of Things.
INFOCOM
Jian Qu, Xiaobo Ma, Wenmao Liu, Hongqing Sang, Jianfeng Li, Lei Xue, Xiapu Luo, Zhenhua Li, Li Feng, Xiaohong Guan
2022 J jnl
Magnetic-Based Polydimethylsiloxane Microspheres for Magnetic Field Measurement.
IEEE Trans. Instrum. Meas.
Bing Sun, Xinjiang Wang, Xiaobo Ma, Zhongyuan Sun, Zhiqiang Wang, Zuxing Zhang, Kaiming Zhou
2022 J jnl
Overlay-Based Android Malware Detection at Market Scales: Systematically Adapting to the New Technological Landscape.
IEEE Trans. Mob. Comput.
Liangyi Gong, Zhenhua Li, Hongyi Wang, Hao Lin, Xiaobo Ma, Yunhao Liu
2022 J jnl
PackerGrind: An Adaptive Unpacking System for Android Apps.
IEEE Trans. Software Eng.
Lei Xue, Hao Zhou, Xiapu Luo, Le Yu, Dinghao Wu, Yajin Zhou, Xiaobo Ma
2022 A* conf
Packet-Level Open-World App Fingerprinting on Wireless Traffic.
NDSS
Jianfeng Li, Shuohan Wu, Hao Zhou, Xiapu Luo, Ting Wang, Yangyang Liu, Xiaobo Ma
2021 — conf
A Link Flooding Attack Detection Method based on Non-Cooperative Active Measurement.
DSA
Xin Wang, Xiaobo Ma, Jian Qu
2021 A* conf
Context-aware Website Fingerprinting over Encrypted Proxies.
INFOCOM
Xiaobo Ma, Mawei Shi, Bingyu An, Jianfeng Li, Daniel Xiapu Luo, Junjie Zhang, Xiaohong Guan
2021 — conf
Effectively and Efficiently Defending Shadowsocks against Website Fingerprinting Attacks.
DSA
Shuangshuang Huang, Xiaobo Ma, Huafeng Bian
2021 — conf
Exploiting Bitcoin Mining Pool for Stealthy and Flexible Botnet Channels.
DSA
Pengyu Pan, Xiaobo Ma, Huafeng Bian
2021 — conf
Inaccurate Prediction Is Not Always Bad: Open-World Driver Recognition via Error Analysis.
VTC Spring
Jianfeng Li, Kaifa Zhao, Yajuan Tang, Xiapu Luo, Xiaobo Ma
2021 J jnl
On Modeling Link Flooding Attacks and Defenses.
IEEE Access
Xin Wang, Xiaobo Ma, Jiahao Peng, Jianfeng Li, Lei Xue, Wenjun Hu, Li Feng
2021 — conf
On the Performance Evaluation of Congestion Control Algorithms against DDoS Attacks.
DSA
Huafeng Bian, Xiaobo Ma, Pengyu Pan
2021 J jnl
One Host with So Many IPs! On The Security Implications of Dynamic Virtual Private Servers.
IEEE Commun. Mag.
Xiaobo Ma, Jian Qu, Feitong Chen, Wenmao Liu, Jianfeng Li, Jing Tao, Hongshan Jiao, Mawei Shi, Zhi-Li Zhang
2021 — conf
Querent-centric Domain Name System Modeling and Its Application in Passive Software Discovery.
DSA
Jian Qu, Xiaobo Ma, Wenmao Liu
2021 J jnl
Systematically Landing Machine Learning onto Market-Scale Mobile Malware Detection.
IEEE Trans. Parallel Distributed Syst.
Liangyi Gong, Hao Lin, Zhenhua Li, Feng Qian, Yang Li, Xiaobo Ma, Yunhao Liu
2020 — conf
A Potential Game Approach to Multiple UAVs 3D Placement in Iot Communication Networks.
WCSP
Binbin Wu, Bangning Zhang, Bing Zhao, Daoxing Guo, Xiaobo Ma, Guofeng Wei
2020 — conf
An Uncertainty-Based Traffic Training Approach to Efficiently Identifying Encrypted Proxies.
ICAIT
Xianlei Zhang, Xiaobo Ma, Xiao Han, Bo She, Wei Li
2020 — conf
Hybrid Syntactic Graph Convolutional Networks for Chinese Event Detection.
CCKS
Xiaobo Ma, Yongbin Liu, Chunping Ouyang
2020 A* conf
Pinpointing Hidden IoT Devices via Spatial-temporal Traffic Fingerprinting.
INFOCOM
Xiaobo Ma, Jian Qu, Jianfeng Li, John C. S. Lui, Zhenhua Li, Xiaohong Guan
2020 — conf
RSS-Based Localization Using Bayesian Hierarchical Model with Spatially Correlated Shadow Fading.
ICCT
Jun Zhang, Daoxing Guo, Xiaobo Ma
2020 J jnl
Randomized Security Patrolling for Link Flooding Attack Detection.
IEEE Trans. Dependable Secur. Comput.
Xiaobo Ma, Bo An, Mengchen Zhao, Xiapu Luo, Lei Xue, Zhenhua Li, Tony T. N. Miu, Xiaohong Guan
2020 J jnl
Taming energy cost of disk encryption software on data-intensive mobile devices.
Future Gener. Comput. Syst.
Yang Hu, John C. S. Lui, Wenjun Hu, Xiaobo Ma, Jianfeng Li, Xiao Liang
2019 J jnl
A Commit Messages-Based Bug Localization for Android Applications.
Int. J. Softw. Eng. Knowl. Eng.
Tao Zhang, Wenjun Hu, Xiapu Luo, Xiaobo Ma
2019 J jnl
A Quantitative and Comparative Study of Network-Level Efficiency for Cloud Storage Services.
ACM Trans. Model. Perform. Evaluation Comput. Syst.
Zhenhua Li, Yongfeng Zhang, Yunhao Liu, Tianyin Xu, Ennan Zhai, Yao Liu, Xiaobo Ma, Zhenyu Li
2019 — conf
DeepCG: Classifying Metamorphic Malware Through Deep Learning of Call Graphs.
SecureComm (1)
Shuang Zhao, Xiaobo Ma, Wei Zou, Bo Bai
2019 J jnl
Protecting internet infrastructure against link flooding attacks: A techno-economic perspective.
Inf. Sci.
Xiaobo Ma, Jianfeng Li, Yajuan Tang, Bo An, Xiaohong Guan
2018 J jnl
Camera Placement Based on Vehicle Traffic for Better City Security Surveillance.
IEEE Intell. Syst.
Xiaobo Ma, Yihui He, Xiapu Luo, Jianfeng Li, Mengchen Zhao, Bo An, Xiaohong Guan
2018 A* conf
Can We Learn what People are Doing from Raw DNS Queries?
INFOCOM
Jianfeng Li, Xiaobo Ma, Guodong Li, Xiapu Luo, Junjie Zhang, Wei Li, Xiaohong Guan
2018 J jnl
Exploiting Proximity-Based Mobile Apps for Large-Scale Location Privacy Probing.
Secur. Commun. Networks
Shuang Zhao, Xiapu Luo, Xiaobo Ma, Bo Bai, Yankang Zhao, Wei Zou, Zeming Yang, Man Ho Au, Xinliang Qiu
2018 J jnl
LinkScope: Toward Detecting Target Link Flooding Attacks.
IEEE Trans. Inf. Forensics Secur.
Lei Xue, Xiaobo Ma, Xiapu Luo, Edmond W. W. Chan, TungNgai Miu, Guofei Gu
2018 B conf
Revisiting Website Fingerprinting Attacks in Real-World Scenarios: A Case Study of Shadowsocks.
NSS
Yankang Zhao, Xiaobo Ma, Jianfeng Li, Shui Yu, Wei Li
2018 B conf
Shoot at a Pigeon and Kill a Crow: On Strike Precision of Link Flooding Attacks.
NSS
Jiahao Peng, Xiaobo Ma, Jianfeng Li, Lei Xue, Wenjun Hu
2017 B conf
AutoFlowLeaker: Circumventing Web Censorship through Automation Services.
SRDS
Shengtuo Hu, Xiaobo Ma, Muhui Jiang, Xiapu Luo, Man Ho Au
2017 A* conf
Is what you measure what you expect? Factors affecting smartphone-based mobile network measurement.
INFOCOM
Lei Xue, Xiaobo Ma, Xiapu Luo, Le Yu, Shuai Wang, Ting Chen
2017 J jnl
Mining repeating pattern in packet arrivals: Metrics, models, and applications.
Inf. Sci.
Jianfeng Li, Xiaobo Ma, Junjie Zhang, Jing Tao, Pinghui Wang, Xiaohong Guan
2017 J jnl
Vehicle Traffic Driven Camera Placement for Better Metropolis Security Surveillance.
CoRR
Xiaobo Ma, Yihui He, Xiapu Luo, Jianfeng Li, Mengchen Zhao, Bo An, Xiaohong Guan
2016 — conf
I Know Where You All Are! Exploiting Mobile Social Apps for Large-Scale Location Privacy Probing.
ACISP (1)
Shuang Zhao, Xiapu Luo, Bo Bai, Xiaobo Ma, Wei Zou, Xinliang Qiu, Man Ho Au
2016 — conf
Taming Energy Cost of Disk Encryption Software on Data-Intensive Mobile Devices.
FNC/MobiSPC
Yang Hu, John C. S. Lui, Wenjun Hu, Xiaobo Ma, Jianfeng Li, Xiao Liang
2016 J jnl
Taming Energy Cost of Disk Encryption Software on Data-Intensive Mobile Devices.
CoRR
Yang Hu, John C. S. Lui, Wenjun Hu, Xiaobo Ma, Jianfeng Li, Xiao Liang
2015 J jnl
Accurate DNS query characteristics estimation via active probing.
J. Netw. Comput. Appl.
Xiaobo Ma, Junjie Zhang, Zhenhua Li, Jianfeng Li, Jing Tao, Xiaohong Guan, John C. S. Lui, Don Towsley
2015 A* conf
Modeling repeating behaviors in packet arrivals: Detection and measurement.
INFOCOM
Jianfeng Li, Jing Tao, Xiaobo Ma, Junjie Zhang, Xiaohong Guan
2015 J jnl
Satellite Remote Sensing-Based In-Season Diagnosis of Rice Nitrogen Status in Northeast China.
Remote. Sens.
Shanyu Huang, Yuxin Miao, Guangming Zhao, Fei Yuan, Xiaobo Ma, Chuanxiang Tan, Weifeng Yu, Martin L. Gnyp, Victoria I. S. Lenz-Wiedemann, Uwe Rascher, Georg Bareth
2014 J jnl
DNSRadar: Outsourcing Malicious Domain Detection Based on Distributed Cache-Footprints.
IEEE Trans. Inf. Forensics Secur.
Xiaobo Ma, Junjie Zhang, Jing Tao, Jianfeng Li, Jue Tian, Xiaohong Guan
2014 B conf
MIGDroid: Detecting APP-Repackaging Android malware via method invocation graph.
ICCCN
Wenjun Hu, Jing Tao, Xiaobo Ma, Wenyu Zhou, Shuang Zhao, Ting Han
2013 J jnl
A Peep on the Interplays between Online Video Websites and Online Social Networks
CoRR
Junzhou Zhao, Pinghui Wang, Jing Tao, Xiaobo Ma, Xiaohong Guan
2013 — conf
Boosting practicality of DNS cache probing: A general estimator based on Bayesian forecasting.
ICC
Jianfeng Li, Xiaobo Ma, Jing Tao, Xiaohong Guan
2012 A conf
Cloud-based push-styled mobile botnets: a case study of exploiting the cloud to device messaging service.
ACSAC
Shuang Zhao, Patrick P. C. Lee, John C. S. Lui, Xiaohong Guan, Xiaobo Ma, Jing Tao
2012 B conf
Towards active measurement for DNS query behavior of botnets.
GLOBECOM
Xiaobo Ma, Jianfeng Li, Jing Tao, Xiaohong Guan
2010 — conf
A Novel IRC Botnet Detection Method Based on Packet Size Sequence.
ICC
Xiaobo Ma, Xiaohong Guan, Jing Tao, Qinghua Zheng, Yun Guo, Lu Liu, Shuang Zhao