Xiaobo Ma

According to our database, Xiaobo Ma authored at least 68 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

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., November, 2024

Website Fingerprinting on Encrypted Proxies: A Flow-Context-Aware Approach and Countermeasures.

Xiaobo Ma, Jian Qu, Mawei Shi, Bingyu An, Jianfeng Li, Xiapu Luo, Junjie Zhang, Zhenhua Li, Xiaohong Guan

IEEE/ACM Trans. Netw., June, 2024

On Smartly Scanning of the Internet of Things.

Jian Qu, Xiaobo Ma, Wenmao Liu, Hongqing Sang, Jianfeng Li, Lei Xue, Xiapu Luo, Zhenhua Li, Li Feng, Xiaohong Guan

IEEE/ACM Trans. Netw., April, 2024

Automating Cloud Deployment for Real-Time Online Foundation Model Inference.

Yang Li, Zhenhua Li, Zhenhua Han, Quanlu Zhang, Xiaobo Ma

IEEE/ACM Trans. Netw., April, 2024

FedComm: A Privacy-Enhanced and Efficient Authentication Protocol for Federated Learning in Vehicular Ad-Hoc Networks.

Xiaohan Yuan, Jiqiang Liu, Bin Wang, Wei Wang, Bin Wang, Tao Li, Xiaobo Ma, Witold Pedrycz

IEEE Trans. Inf. Forensics Secur., 2024

Uncertainty-Aware Crime Prediction With Spatial Temporal Multivariate Graph Neural Networks.

Zepu Wang, Xiaobo Ma, Huajie Yang, Weimin Lvu, Peng Sun, Sharath Chandra Guntuku

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, Ruolin Li

CoRR, 2024

ABC-Channel: An Advanced Blockchain-based Covert Channel.

Xiaobo Ma, Pengyu Pan, Jianfeng Li, Wei Wang, Weizhi Meng, Xiaohong Guan

CoRR, 2024

TrafficGPT: Breaking the Token Barrier for Efficient Long Traffic Analysis and Generation.

Jian Qu, Xiaobo Ma, Jianfeng Li

CoRR, 2024

DNSScope: Fine-Grained DNS Cache Probing for Remote Network Activity Characterization.

Jianfeng Li, Zheng Lin, Xiaobo Ma, Jianhao Li, Jian Qu, Xiapu Luo, Xiaohong Guan

Proceedings of the IEEE INFOCOM 2024, 2024

2023

ParaDefender: A Scenario-Driven Parallel System for Defending Metaverses.

Jinpeng Han, Manzhi Yang, Xiaoguang Chen, Hongtao Liu, Yuntao Wang, Jianhao Li, Zhou Su, Zhen Li, Xiaobo Ma

IEEE Trans. Syst. Man Cybern. Syst., April, 2023

Who is DNS serving for? A human-software perspective of modeling DNS services.

Jian Qu, Xiaobo Ma, Wenmao Liu

Knowl. Based Syst., March, 2023

A Transfer Learning Framework for Proactive Ramp Metering Performance Assessment.

Xiaobo Ma, Adrian Cottam, Mohammad Razaur Rahman Shaon, Yao-Jan Wu

CoRR, 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

HANDOM: Heterogeneous Attention Network Model for Malicious Domain Detection.

Qing Wang, Cong Dong, Shijie Jian, Dan Du, Zhigang Lu, Yinhao Qi, Dongxu Han, Xiaobo Ma, Fei Wang, Yuling Liu

Comput. Secur., 2023

An Input-Agnostic Hierarchical Deep Learning Framework for Traffic Fingerprinting.

Jian Qu, Xiaobo Ma, Jianfeng Li, Xiapu Luo, Lei Xue, Junjie Zhang, Zhenhua Li, Li Feng, Xiaohong Guan

Proceedings of the 32nd USENIX Security Symposium, 2023

2022

PackerGrind: An Adaptive Unpacking System for Android Apps.

Lei Xue, Hao Zhou, Xiapu Luo, Le Yu, Dinghao Wu, Yajin Zhou, Xiaobo Ma

IEEE Trans. Software Eng., 2022

Inferring Hidden IoT Devices and User Interactions via Spatial-Temporal Traffic Fingerprinting.

Xiaobo Ma, Jian Qu, Jianfeng Li, John C. S. Lui, Zhenhua Li, Wenmao Liu, Xiaohong Guan

IEEE/ACM Trans. Netw., 2022

Overlay-Based Android Malware Detection at Market Scales: Systematically Adapting to the New Technological Landscape.

Liangyi Gong, Zhenhua Li, Hongyi Wang, Hao Lin, Xiaobo Ma, Yunhao Liu

IEEE Trans. Mob. Comput., 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

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

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

Capturing semantic features to improve Chinese event detection.

Xiaobo Ma, Yongbin Liu, Chunping Ouyang

CAAI Trans. Intell. Technol., 2022

FOAP: Fine-Grained Open-World Android App Fingerprinting.

Jianfeng Li, Hao Zhou, Shuohan Wu, Xiapu Luo, Ting Wang, Xian Zhan, Xiaobo Ma

Proceedings of the 31st USENIX Security Symposium, 2022

Packet-Level Open-World App Fingerprinting on Wireless Traffic.

Jianfeng Li, Shuohan Wu, Hao Zhou, Xiapu Luo, Ting Wang, Yangyang Liu, Xiaobo Ma

Proceedings of the 29th Annual Network and Distributed System Security Symposium, 2022

Landing Reinforcement Learning onto Smart Scanning of The Internet of Things.

Jian Qu, Xiaobo Ma, Wenmao Liu, Hongqing Sang, Jianfeng Li, Lei Xue, Xiapu Luo, Zhenhua Li, Li Feng, Xiaohong Guan

Proceedings of the IEEE INFOCOM 2022, 2022

2021

Systematically Landing Machine Learning onto Market-Scale Mobile Malware Detection.

Liangyi Gong, Hao Lin, Zhenhua Li, Feng Qian, Yang Li, Xiaobo Ma, Yunhao Liu

IEEE Trans. Parallel Distributed Syst., 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, Jing Tao, Hongshan Jiao, Mawei Shi, Zhi-Li Zhang

IEEE Commun. Mag., 2021

On Modeling Link Flooding Attacks and Defenses.

Xin Wang, Xiaobo Ma, Jiahao Peng, Jianfeng Li, Lei Xue, Wenjun Hu, Li Feng

IEEE Access, 2021

Inaccurate Prediction Is Not Always Bad: Open-World Driver Recognition via Error Analysis.

Jianfeng Li, Kaifa Zhao, Yajuan Tang, Xiapu Luo, Xiaobo Ma

Proceedings of the 93rd IEEE Vehicular Technology Conference, 2021

Context-aware Website Fingerprinting over Encrypted Proxies.

Xiaobo Ma, Mawei Shi, Bingyu An, Jianfeng Li, Daniel Xiapu Luo, Junjie Zhang, Xiaohong Guan

Proceedings of the 40th IEEE Conference on Computer Communications, 2021

A Link Flooding Attack Detection Method based on Non-Cooperative Active Measurement.

Xin Wang, Xiaobo Ma, Jian Qu

Proceedings of the 8th International Conference on Dependable Systems and Their Applications, 2021

Querent-centric Domain Name System Modeling and Its Application in Passive Software Discovery.

Jian Qu, Xiaobo Ma, Wenmao Liu

Proceedings of the 8th International Conference on Dependable Systems and Their Applications, 2021

Exploiting Bitcoin Mining Pool for Stealthy and Flexible Botnet Channels.

Pengyu Pan, Xiaobo Ma, Huafeng Bian

Proceedings of the 8th International Conference on Dependable Systems and Their Applications, 2021

Effectively and Efficiently Defending Shadowsocks against Website Fingerprinting Attacks.

Shuangshuang Huang, Xiaobo Ma, Huafeng Bian

Proceedings of the 8th International Conference on Dependable Systems and Their Applications, 2021

On the Performance Evaluation of Congestion Control Algorithms against DDoS Attacks.

Huafeng Bian, Xiaobo Ma, Pengyu Pan

Proceedings of the 8th International Conference on Dependable Systems and Their Applications, 2021

2020

Randomized Security Patrolling for Link Flooding Attack Detection.

Xiaobo Ma, Bo An, Mengchen Zhao, Xiapu Luo, Lei Xue, Zhenhua Li, Tony T. N. Miu, Xiaohong Guan

IEEE Trans. Dependable Secur. Comput., 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, Xiao Liang

Future Gener. Comput. Syst., 2020

A Potential Game Approach to Multiple UAVs 3D Placement in Iot Communication Networks.

Binbin Wu, Bangning Zhang, Bing Zhao, Daoxing Guo, Xiaobo Ma, Guofeng Wei

Proceedings of the 2020 International Conference on Wireless Communications and Signal Processing (WCSP), 2020

Pinpointing Hidden IoT Devices via Spatial-temporal Traffic Fingerprinting.

Xiaobo Ma, Jian Qu, Jianfeng Li, John C. S. Lui, Zhenhua Li, Xiaohong Guan

Proceedings of the 39th IEEE Conference on Computer Communications, 2020

RSS-Based Localization Using Bayesian Hierarchical Model with Spatially Correlated Shadow Fading.

Jun Zhang, Daoxing Guo, Xiaobo Ma

Proceedings of the 20th IEEE International Conference on Communication Technology, 2020

An Uncertainty-Based Traffic Training Approach to Efficiently Identifying Encrypted Proxies.

Xianlei Zhang, Xiaobo Ma, Xiao Han, Bo She, Wei Li

Proceedings of the 12th International Conference on Advanced Infocomm Technology, 2020

Hybrid Syntactic Graph Convolutional Networks for Chinese Event Detection.

Xiaobo Ma, Yongbin Liu, Chunping Ouyang

Proceedings of the Knowledge Graph and Semantic Computing: Knowledge Graph and Cognitive Intelligence, 2020

2019

A Quantitative and Comparative Study of Network-Level Efficiency for Cloud Storage Services.

Zhenhua Li, Yongfeng Zhang, Yunhao Liu, Tianyin Xu, Ennan Zhai, Yao Liu, Xiaobo Ma, Zhenyu Li

ACM Trans. Model. Perform. Evaluation Comput. Syst., 2019

Protecting internet infrastructure against link flooding attacks: A techno-economic perspective.

Xiaobo Ma, Jianfeng Li, Yajuan Tang, Bo An, Xiaohong Guan

Inf. Sci., 2019

A Commit Messages-Based Bug Localization for Android Applications.

Tao Zhang, Wenjun Hu, Xiapu Luo, Xiaobo Ma

Int. J. Softw. Eng. Knowl. Eng., 2019

DeepCG: Classifying Metamorphic Malware Through Deep Learning of Call Graphs.

Shuang Zhao, Xiaobo Ma, Wei Zou, Bo Bai

Proceedings of the Security and Privacy in Communication Networks, 2019

2018

LinkScope: Toward Detecting Target Link Flooding Attacks.

Lei Xue, Xiaobo Ma, Xiapu Luo, Edmond W. W. Chan, TungNgai Miu, Guofei Gu

IEEE Trans. Inf. Forensics Secur., 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

Camera Placement Based on Vehicle Traffic for Better City Security Surveillance.

Xiaobo Ma, Yihui He, Xiapu Luo, Jianfeng Li, Mengchen Zhao, Bo An, Xiaohong Guan

IEEE Intell. Syst., 2018

Revisiting Website Fingerprinting Attacks in Real-World Scenarios: A Case Study of Shadowsocks.

Yankang Zhao, Xiaobo Ma, Jianfeng Li, Shui Yu, Wei Li

Proceedings of the Network and System Security - 12th International Conference, 2018

Shoot at a Pigeon and Kill a Crow: On Strike Precision of Link Flooding Attacks.

Jiahao Peng, Xiaobo Ma, Jianfeng Li, Lei Xue, Wenjun Hu

Proceedings of the Network and System Security - 12th International Conference, 2018

Can We Learn what People are Doing from Raw DNS Queries?

Jianfeng Li, Xiaobo Ma, Guodong Li, Xiapu Luo, Junjie Zhang, Wei Li, Xiaohong Guan

Proceedings of the 2018 IEEE Conference on Computer Communications, 2018

2017

Mining repeating pattern in packet arrivals: Metrics, models, and applications.

Jianfeng Li, Xiaobo Ma, Junjie Zhang, Jing Tao, Pinghui Wang, Xiaohong Guan

Inf. Sci., 2017

Vehicle Traffic Driven Camera Placement for Better Metropolis Security Surveillance.

Xiaobo Ma, Yihui He, Xiapu Luo, Jianfeng Li, Mengchen Zhao, Bo An, Xiaohong Guan

CoRR, 2017

AutoFlowLeaker: Circumventing Web Censorship through Automation Services.

Shengtuo Hu, Xiaobo Ma, Muhui Jiang, Xiapu Luo, Man Ho Au

Proceedings of the 36th IEEE Symposium on Reliable Distributed Systems, 2017

Is what you measure what you expect? Factors affecting smartphone-based mobile network measurement.

Lei Xue, Xiaobo Ma, Xiapu Luo, Le Yu, Shuai Wang, Ting Chen

Proceedings of the 2017 IEEE Conference on Computer Communications, 2017

2016

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

Proceedings of the Information Security and Privacy - 21st Australasian Conference, 2016

2015

Satellite Remote Sensing-Based In-Season Diagnosis of Rice Nitrogen Status in Northeast China.

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

Remote. Sens., 2015

Accurate DNS query characteristics estimation via active probing.

Xiaobo Ma, Junjie Zhang, Zhenhua Li, Jianfeng Li, Jing Tao, Xiaohong Guan, John C. S. Lui, Don Towsley

J. Netw. Comput. Appl., 2015

Modeling repeating behaviors in packet arrivals: Detection and measurement.

Jianfeng Li, Jing Tao, Xiaobo Ma, Junjie Zhang, Xiaohong Guan

Proceedings of the 2015 IEEE Conference on Computer Communications, 2015

2014

DNSRadar: Outsourcing Malicious Domain Detection Based on Distributed Cache-Footprints.

Xiaobo Ma, Junjie Zhang, Jing Tao, Jianfeng Li, Jue Tian, Xiaohong Guan

IEEE Trans. Inf. Forensics Secur., 2014

MIGDroid: Detecting APP-Repackaging Android malware via method invocation graph.

Wenjun Hu, Jing Tao, Xiaobo Ma, Wenyu Zhou, Shuang Zhao, Ting Han

Proceedings of the 23rd International Conference on Computer Communication and Networks, 2014

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

Boosting practicality of DNS cache probing: A general estimator based on Bayesian forecasting.

Jianfeng Li, Xiaobo Ma, Jing Tao, Xiaohong Guan

Proceedings of IEEE International Conference on Communications, 2013

2012

Towards active measurement for DNS query behavior of botnets.

Xiaobo Ma, Jianfeng Li, Jing Tao, Xiaohong Guan

Proceedings of the 2012 IEEE Global Communications Conference, 2012

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

Proceedings of the 28th Annual Computer Security Applications Conference, 2012

2010

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

Proceedings of IEEE International Conference on Communications, 2010