Xiaobo Ma

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 59

Top Topics

Location Privacy

Malware Detection

Spatially Correlated

Top Venues

IEEE/ACM Trans. Netw.

Publications

Xiaobo Ma, Jian Qu, Mawei Shi, Bingyu An, Jianfeng Li, Xiapu Luo, Junjie Zhang, Zhenhua Li, Xiaohong Guan
Website Fingerprinting on Encrypted Proxies: A Flow-Context-Aware Approach and Countermeasures. IEEE/ACM Trans. Netw. 32 (3) (2024)
Xiaobo Ma, Pengyu Pan, Jianfeng Li, Wei Wang, Weizhi Meng, Xiaohong Guan
ABC-Channel: An Advanced Blockchain-based Covert Channel. CoRR (2024)
Jianfeng Li, Zheng Lin, Xiaobo Ma, Jianhao Li, Jian Qu, Xiapu Luo, Xiaohong Guan
DNSScope: Fine-Grained DNS Cache Probing for Remote Network Activity Characterization. INFOCOM (2024)
Jian Qu, Xiaobo Ma, Jianfeng Li
TrafficGPT: Breaking the Token Barrier for Efficient Long Traffic Analysis and Generation. CoRR (2024)
Yang Li, Zhenhua Li, Zhenhua Han, Quanlu Zhang, Xiaobo Ma
Automating Cloud Deployment for Real-Time Online Foundation Model Inference. IEEE/ACM Trans. Netw. 32 (2) (2024)
Xiaohan Yuan, Jiqiang Liu, Bin Wang, Wei Wang, Bin Wang, Tao Li, Xiaobo Ma, Witold Pedrycz
FedComm: A Privacy-Enhanced and Efficient Authentication Protocol for Federated Learning in Vehicular Ad-Hoc Networks. IEEE Trans. Inf. Forensics Secur. 19 (2024)
Jian Qu, Xiaobo Ma, Wenmao Liu, Hongqing Sang, Jianfeng Li, Lei Xue, Xiapu Luo, Zhenhua Li, Li Feng, Xiaohong Guan
On Smartly Scanning of the Internet of Things. IEEE/ACM Trans. Netw. 32 (2) (2024)
Zijian Zhang, Yujie Sun, Zepu Wang, Yuqi Nie, Xiaobo Ma, Peng Sun, Ruolin Li
Large Language Models for Mobility in Transportation Systems: A Survey on Forecasting Tasks. CoRR (2024)
Jian Qu, Xiaobo Ma, Wenmao Liu
Who is DNS serving for? A human-software perspective of modeling DNS services. Knowl. Based Syst. 263 (2023)
Jinpeng Han, Manzhi Yang, Xiaoguang Chen, Hongtao Liu, Yuntao Wang, Jianhao Li, Zhou Su, Zhen Li, Xiaobo Ma
ParaDefender: A Scenario-Driven Parallel System for Defending Metaverses. IEEE Trans. Syst. Man Cybern. Syst. 53 (4) (2023)
Xiaobo Ma, Abolfazl Karimpour, Yao-Jan Wu
On-ramp and Off-ramp Traffic Flows Estimation Based on A Data-driven Transfer Learning Framework. CoRR (2023)
Qing Wang, Cong Dong, Shijie Jian, Dan Du, Zhigang Lu, Yinhao Qi, Dongxu Han, Xiaobo Ma, Fei Wang, Yuling Liu
HANDOM: Heterogeneous Attention Network Model for Malicious Domain Detection. Comput. Secur. 125 (2023)
Xiaobo Ma, Adrian Cottam, Mohammad Razaur Rahman Shaon, Yao-Jan Wu
A Transfer Learning Framework for Proactive Ramp Metering Performance Assessment. CoRR (2023)
Jian Qu, Xiaobo Ma, Jianfeng Li, Xiapu Luo, Lei Xue, Junjie Zhang, Zhenhua Li, Li Feng, Xiaohong Guan
An Input-Agnostic Hierarchical Deep Learning Framework for Traffic Fingerprinting. USENIX Security Symposium (2023)
Liangyi Gong, Zhenhua Li, Hongyi Wang, Hao Lin, Xiaobo Ma, Yunhao Liu
Overlay-Based Android Malware Detection at Market Scales: Systematically Adapting to the New Technological Landscape. IEEE Trans. Mob. Comput. 21 (12) (2022)
Jianfeng Li, Hao Zhou, Shuohan Wu, Xiapu Luo, Ting Wang, Xian Zhan, Xiaobo Ma
FOAP: Fine-Grained Open-World Android App Fingerprinting. USENIX Security Symposium (2022)
Jianfeng Li, Shuohan Wu, Hao Zhou, Xiapu Luo, Ting Wang, Yangyang Liu, Xiaobo Ma
Packet-Level Open-World App Fingerprinting on Wireless Traffic. NDSS (2022)
Xiaobo Ma, Junqiang Su, Bo Wang, Xiasheng Jin
Identification of Characteristic Genes in Whole Blood of Intervertebral Disc Degeneration Patients by Weighted Gene Coexpression Network Analysis (WGCNA). Comput. Math. Methods Medicine 2022 (2022)
Jingtao Liang, Jihong Dong, Su Zhang, Cong Zhao, Bin Liu, Lei Yang, Shengwu Yan, Xiaobo Ma
Discussion on InSAR Identification Effectivity of Potential Landslides and Factors That Influence the Effectivity. Remote. Sens. 14 (8) (2022)
Lei Xue, Hao Zhou, Xiapu Luo, Le Yu, Dinghao Wu, Yajin Zhou, Xiaobo Ma
PackerGrind: An Adaptive Unpacking System for Android Apps. IEEE Trans. Software Eng. 48 (2) (2022)
Xiaobo Ma, Jian Qu, Jianfeng Li, John C. S. Lui, Zhenhua Li, Wenmao Liu, Xiaohong Guan
Inferring Hidden IoT Devices and User Interactions via Spatial-Temporal Traffic Fingerprinting. IEEE/ACM Trans. Netw. 30 (1) (2022)
Bing Sun, Xinjiang Wang, Xiaobo Ma, Zhongyuan Sun, Zhiqiang Wang, Zuxing Zhang, Kaiming Zhou
Magnetic-Based Polydimethylsiloxane Microspheres for Magnetic Field Measurement. IEEE Trans. Instrum. Meas. 71 (2022)
Jian Qu, Xiaobo Ma, Wenmao Liu, Hongqing Sang, Jianfeng Li, Lei Xue, Xiapu Luo, Zhenhua Li, Li Feng, Xiaohong Guan
Landing Reinforcement Learning onto Smart Scanning of The Internet of Things. INFOCOM (2022)
Xiaobo Ma, Yongbin Liu, Chunping Ouyang
Capturing semantic features to improve Chinese event detection. CAAI Trans. Intell. Technol. 7 (2) (2022)
Cong Zhao, Jingtao Liang, Su Zhang, Jihong Dong, Shengwu Yan, Lei Yang, Bin Liu, Xiaobo Ma, Weile Li
Integration of Sentinel-1A, ALOS-2 and GF-1 Datasets for Identifying Landslides in the Three Parallel Rivers Region, China. Remote. Sens. 14 (19) (2022)
Jianfeng Li, Kaifa Zhao, Yajuan Tang, Xiapu Luo, Xiaobo Ma
Inaccurate Prediction Is Not Always Bad: Open-World Driver Recognition via Error Analysis. VTC Spring (2021)
Xiaobo Ma, Jian Qu, Feitong Chen, Wenmao Liu, Jianfeng Li, Jing Tao, Hongshan Jiao, Mawei Shi, Zhi-Li Zhang
One Host with So Many IPs! On The Security Implications of Dynamic Virtual Private Servers. IEEE Commun. Mag. 59 (2) (2021)
Xin Wang, Xiaobo Ma, Jiahao Peng, Jianfeng Li, Lei Xue, Wenjun Hu, Li Feng
On Modeling Link Flooding Attacks and Defenses. IEEE Access 9 (2021)
Xiaobo Ma, Mawei Shi, Bingyu An, Jianfeng Li, Daniel Xiapu Luo, Junjie Zhang, Xiaohong Guan
Context-aware Website Fingerprinting over Encrypted Proxies. INFOCOM (2021)
Huafeng Bian, Xiaobo Ma, Pengyu Pan
On the Performance Evaluation of Congestion Control Algorithms against DDoS Attacks. DSA (2021)
Liangyi Gong, Hao Lin, Zhenhua Li, Feng Qian, Yang Li, Xiaobo Ma, Yunhao Liu
Systematically Landing Machine Learning onto Market-Scale Mobile Malware Detection. IEEE Trans. Parallel Distributed Syst. 32 (7) (2021)
Pengyu Pan, Xiaobo Ma, Huafeng Bian
Exploiting Bitcoin Mining Pool for Stealthy and Flexible Botnet Channels. DSA (2021)
Xin Wang, Xiaobo Ma, Jian Qu
A Link Flooding Attack Detection Method based on Non-Cooperative Active Measurement. DSA (2021)
Shuangshuang Huang, Xiaobo Ma, Huafeng Bian
Effectively and Efficiently Defending Shadowsocks against Website Fingerprinting Attacks. DSA (2021)
Jian Qu, Xiaobo Ma, Wenmao Liu
Querent-centric Domain Name System Modeling and Its Application in Passive Software Discovery. DSA (2021)
Xiaobo Ma, Jian Qu, Jianfeng Li, John C. S. Lui, Zhenhua Li, Xiaohong Guan
Pinpointing Hidden IoT Devices via Spatial-temporal Traffic Fingerprinting. INFOCOM (2020)
Xianlei Zhang, Xiaobo Ma, Xiao Han, Bo She, Wei Li
An Uncertainty-Based Traffic Training Approach to Efficiently Identifying Encrypted Proxies. ICAIT (2020)
Xiaobo Ma, Bo An, Mengchen Zhao, Xiapu Luo, Lei Xue, Zhenhua Li, Tony T. N. Miu, Xiaohong Guan
Randomized Security Patrolling for Link Flooding Attack Detection. IEEE Trans. Dependable Secur. Comput. 17 (4) (2020)
Jun Zhang, Daoxing Guo, Xiaobo Ma
RSS-Based Localization Using Bayesian Hierarchical Model with Spatially Correlated Shadow Fading. ICCT (2020)
Yang Hu, John C. S. Lui, Wenjun Hu, Xiaobo Ma, Jianfeng Li, Xiao Liang
Taming energy cost of disk encryption software on data-intensive mobile devices. Future Gener. Comput. Syst. 107 (2020)
Binbin Wu, Bangning Zhang, Bing Zhao, Daoxing Guo, Xiaobo Ma, Guofeng Wei
A Potential Game Approach to Multiple UAVs 3D Placement in Iot Communication Networks. WCSP (2020)
Xiaobo Ma, Yongbin Liu, Chunping Ouyang
Hybrid Syntactic Graph Convolutional Networks for Chinese Event Detection. CCKS (2020)
Xiaobo Ma, Jianfeng Li, Yajuan Tang, Bo An, Xiaohong Guan
Protecting internet infrastructure against link flooding attacks: A techno-economic perspective. Inf. Sci. 479 (2019)
Shuang Zhao, Xiaobo Ma, Wei Zou, Bo Bai
DeepCG: Classifying Metamorphic Malware Through Deep Learning of Call Graphs. SecureComm (1) (2019)
Zhenhua Li, Yongfeng Zhang, Yunhao Liu, Tianyin Xu, Ennan Zhai, Yao Liu, Xiaobo Ma, Zhenyu Li
A Quantitative and Comparative Study of Network-Level Efficiency for Cloud Storage Services. ACM Trans. Model. Perform. Evaluation Comput. Syst. 4 (1) (2019)
Tao Zhang, Wenjun Hu, Xiapu Luo, Xiaobo Ma
A Commit Messages-Based Bug Localization for Android Applications. Int. J. Softw. Eng. Knowl. Eng. 29 (4) (2019)
Jianfeng Li, Xiaobo Ma, Guodong Li, Xiapu Luo, Junjie Zhang, Wei Li, Xiaohong Guan
Can We Learn what People are Doing from Raw DNS Queries? INFOCOM (2018)
Shuang Zhao, Xiapu Luo, Xiaobo Ma, Bo Bai, Yankang Zhao, Wei Zou, Zeming Yang, Man Ho Au, Xinliang Qiu
Exploiting Proximity-Based Mobile Apps for Large-Scale Location Privacy Probing. Secur. Commun. Networks 2018 (2018)
Yankang Zhao, Xiaobo Ma, Jianfeng Li, Shui Yu, Wei Li
Revisiting Website Fingerprinting Attacks in Real-World Scenarios: A Case Study of Shadowsocks. NSS (2018)
Lei Xue, Xiaobo Ma, Xiapu Luo, Edmond W. W. Chan, TungNgai Miu, Guofei Gu
LinkScope: Toward Detecting Target Link Flooding Attacks. IEEE Trans. Inf. Forensics Secur. 13 (10) (2018)
Jiahao Peng, Xiaobo Ma, Jianfeng Li, Lei Xue, Wenjun Hu
Shoot at a Pigeon and Kill a Crow: On Strike Precision of Link Flooding Attacks. NSS (2018)
Xiaobo Ma, Yihui He, Xiapu Luo, Jianfeng Li, Mengchen Zhao, Bo An, Xiaohong Guan
Camera Placement Based on Vehicle Traffic for Better City Security Surveillance. IEEE Intell. Syst. 33 (4) (2018)
Lei Xue, Xiaobo Ma, Xiapu Luo, Le Yu, Shuai Wang, Ting Chen
Is what you measure what you expect? Factors affecting smartphone-based mobile network measurement. INFOCOM (2017)
Shengtuo Hu, Xiaobo Ma, Muhui Jiang, Xiapu Luo, Man Ho Au
AutoFlowLeaker: Circumventing Web Censorship through Automation Services. SRDS (2017)
Xiaobo Ma, Yihui He, Xiapu Luo, Jianfeng Li, Mengchen Zhao, Bo An, Xiaohong Guan
Vehicle Traffic Driven Camera Placement for Better Metropolis Security Surveillance. CoRR (2017)
Jianfeng Li, Xiaobo Ma, Junjie Zhang, Jing Tao, Pinghui Wang, Xiaohong Guan
Mining repeating pattern in packet arrivals: Metrics, models, and applications. Inf. Sci. 408 (2017)
Yang Hu, John C. S. Lui, Wenjun Hu, Xiaobo Ma, Jianfeng Li, Xiao Liang
Taming Energy Cost of Disk Encryption Software on Data-Intensive Mobile Devices. FNC/MobiSPC (2016)
Yang Hu, John C. S. Lui, Wenjun Hu, Xiaobo Ma, Jianfeng Li, Xiao Liang
Taming Energy Cost of Disk Encryption Software on Data-Intensive Mobile Devices. CoRR (2016)
Shuang Zhao, Xiapu Luo, Bo Bai, Xiaobo Ma, Wei Zou, Xinliang Qiu, Man Ho Au
I Know Where You All Are! Exploiting Mobile Social Apps for Large-Scale Location Privacy Probing. ACISP (1) (2016)
Xiaobo Ma, Junjie Zhang, Zhenhua Li, Jianfeng Li, Jing Tao, Xiaohong Guan, John C. S. Lui, Don Towsley
Accurate DNS query characteristics estimation via active probing. J. Netw. Comput. Appl. 47 (2015)
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
Satellite Remote Sensing-Based In-Season Diagnosis of Rice Nitrogen Status in Northeast China. Remote. Sens. 7 (8) (2015)
Jianfeng Li, Jing Tao, Xiaobo Ma, Junjie Zhang, Xiaohong Guan
Modeling repeating behaviors in packet arrivals: Detection and measurement. INFOCOM (2015)
Wenjun Hu, Jing Tao, Xiaobo Ma, Wenyu Zhou, Shuang Zhao, Ting Han
MIGDroid: Detecting APP-Repackaging Android malware via method invocation graph. ICCCN (2014)
Xiaobo Ma, Junjie Zhang, Jing Tao, Jianfeng Li, Jue Tian, Xiaohong Guan
DNSRadar: Outsourcing Malicious Domain Detection Based on Distributed Cache-Footprints. IEEE Trans. Inf. Forensics Secur. 9 (11) (2014)
Jianfeng Li, Xiaobo Ma, Jing Tao, Xiaohong Guan
Boosting practicality of DNS cache probing: A general estimator based on Bayesian forecasting. ICC (2013)
Junzhou Zhao, Pinghui Wang, Jing Tao, Xiaobo Ma, Xiaohong Guan
A Peep on the Interplays between Online Video Websites and Online Social Networks CoRR (2013)
Shuang Zhao, Patrick P. C. Lee, John C. S. Lui, Xiaohong Guan, Xiaobo Ma, Jing Tao
Cloud-based push-styled mobile botnets: a case study of exploiting the cloud to device messaging service. ACSAC (2012)
Xiaobo Ma, Jianfeng Li, Jing Tao, Xiaohong Guan
Towards active measurement for DNS query behavior of botnets. GLOBECOM (2012)
Xiaobo Ma, Xiaohong Guan, Jing Tao, Qinghua Zheng, Yun Guo, Lu Liu, Shuang Zhao
A Novel IRC Botnet Detection Method Based on Packet Size Sequence. ICC (2010)