Xiaobo Ma

788 citations

57 papers · 495 indexed · h-index 15

Impact in

Signal Processing top 5%
- Advanced Malware Detection Techniques
Computer Networks and Communications top 5%
- Network Security and Intrusion Detection
- Software-Defined Networks and 5G

Papers in ⓘ

Signal Processing 17
- Advanced Malware Detection Techniques 16
Computer Networks and Communications 35
- Network Security and Intrusion Detection 28
- Software-Defined Networks and 5G 4
- Caching and Content Delivery 4

Co-authors: Xiaohong Guan (21 shared papers)Xiapu Luo (18 shared papers)Jing Tao (10 shared papers)Zhenhua Li (11 shared papers)John C. S. Lui (6 shared papers)Lei Xue (9 shared papers)Jianfeng Li (11 shared papers)Shuang Zhao (3 shared papers)
Journals: IEEE/ACM Transactions on Networking (5 papers)IEEE Transactions on Information Forensics and Security (4 papers)Information Sciences (2 papers)IEEE Transactions on Mobile Computing (1 paper)IEEE Transactions on Intelligent Transportation Systems (1 paper)
Partner nations: China Hong Kong United States

In The Last Decade

Xiaobo Ma

49 papers receiving 482 citations

Peers

Countries citing papers authored by Xiaobo Ma

Since Specialization

Citations

This map shows the geographic impact of Xiaobo Ma's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Xiaobo Ma with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Xiaobo Ma more than expected).

Fields of papers citing papers by Xiaobo Ma

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Xiaobo Ma. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Xiaobo Ma. The network helps show where Xiaobo Ma may publish in the future.

Co-authors

The 25 scholars most cited alongside Xiaobo Ma, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Xiaobo Ma Line = papers co-authored together Xiaobo Ma links everyone, so they are left out of the graph.

All Works

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20 of 20 papers shown

Showing the 20 most-cited of 57 papers — load more, or switch the sort, to bring in the rest.

#	Work
1	LinkScope: Toward Detecting Target Link Flooding Attacks IEEE Transactions on Information Forensics and Security ·Lei Xue, Xiaobo Ma, Xiapu Luo, Edmond W. W. Chan, Tony T. N. Miu, Guofei Gu	2018	46
2	FedComm: A Privacy-Enhanced and Efficient Authentication Protocol for Federated Learning in Vehicular Ad-Hoc Networks IEEE Transactions on Information Forensics and Security ·Xiaohan Yuan, Jiqiang Liu, Bin Wang, Wei Wang, Tao Li, Xiaobo Ma, Witold Pedrycz	2023	31
3	Cloud-based push-styled mobile botnets Shuang Zhao, Patrick P. C. Lee, John C. S. Lui, Xiaohong Guan, Xiaobo Ma, Jing Tao	2012	30
4	Pinpointing Hidden IoT Devices via Spatial-temporal Traffic Fingerprinting Xiaobo Ma, Jian Qu, Jianfeng Li, John C. S. Lui, Zhenhua Li, Xiaohong Guan	2020	29
5	MIGDroid: Detecting APP-Repackaging Android malware via method invocation graph Wenjun Hu, Jing Tao, Xiaobo Ma, Wenyu Zhou, Shuang Zhao, Ting Han	2014	26
6	PackerGrind: An Adaptive Unpacking System for Android Apps IEEE Transactions on Software Engineering ·Lei Xue, Hao Zhou, Xiapu Luo, Le Yu, Dinghao Wu, Yajin Zhou, Xiaobo Ma	2020	25
7	ParaDefender: A Scenario-Driven Parallel System for Defending Metaverses IEEE Transactions on Systems Man and Cybernetics Systems ·Jinpeng Han, Manzhi Yang, Xiaoguang Chen, Hongtao Liu, Yuntao Wang, Jianhao Li, Zhou Su, Zhen Li, Xiaobo Ma	2022	25
8	Protecting internet infrastructure against link flooding attacks: A techno-economic perspective Information Sciences ·Xiaobo Ma, Jianfeng Li, Yajuan Tang, Bo An, Xiaohong Guan	2018	19
9	Randomized Security Patrolling for Link Flooding Attack Detection IEEE Transactions on Dependable and Secure Computing ·Xiaobo Ma, Bo An, Mengchen Zhao, Xiapu Luo, Lei Xue, Zhenhua Li, Tony T. N. Miu, Xiaohong Guan	2019	17
10	Inferring Hidden IoT Devices and User Interactions via Spatial-Temporal Traffic Fingerprinting IEEE/ACM Transactions on Networking ·Xiaobo Ma, Jian Qu, Jianfeng Li, John C. S. Lui, Zhenhua Li, Wenmao Liu, Xiaohong Guan	2021	16
11	DNSRadar: Outsourcing Malicious Domain Detection Based on Distributed Cache-Footprints IEEE Transactions on Information Forensics and Security ·Xiaobo Ma, Junjie Zhang, Jing Tao, Jianfeng Li, Jue Tian, Xiaohong Guan	2014	16
12	Camera Placement Based on Vehicle Traffic for Better City Security Surveillance IEEE Intelligent Systems ·Xiaobo Ma, Yihui He, Xiapu Luo, Jianfeng Li, Mengchen Zhao, Bo An, Xiaohong Guan	2018	16
13	A Novel IRC Botnet Detection Method Based on Packet Size Sequence Xiaobo Ma, Xiaohong Guan, Jing Tao, Qinghua Zheng, Yanhui Guo, Limin Liu, Shiyuan Zhao	2010	15
14	Accurate DNS query characteristics estimation via active probing Journal of Network and Computer Applications ·Xiaobo Ma, Junjie Zhang, Zhenhua Li, Jianfeng Li, Jing Tao, Xiaohong Guan, John C. S. Lui, Don Towsley	2014	15
15	Context-aware Website Fingerprinting over Encrypted Proxies Journal of Bioresource Management ·Xiaobo Ma, Mawei Shi, Bingyu An, Jianfeng Li, Xiapu Luo, Junjie Zhang, Xiaohong Guan	2021	14
16	Distribution transformer cluster flexible dispatching method based on discrete monkey algorithm Energy Reports ·Bing Sun, Yunfei Li, Yuan Zeng, Chen Li, Jidong Shi, Xiaobo Ma	2021	13
17	Systematically Landing Machine Learning onto Market-Scale Mobile Malware Detection IEEE Transactions on Parallel and Distributed Systems ·Liangyi Gong, Hao Lin, Zhenhua Li, Feng Qian, Yang Li, Xiaobo Ma, Yunhao Liu	2020	13
18	The relationship between discharge capacity of LaNi5 type hydrogen storage alloys and formation enthalpy Journal of Alloys and Compounds ·Xiaobo Ma, Xuedong Wei, Hui Dong, Yongning Liu	2009	12
19	Overlay-Based Android Malware Detection at Market Scales: Systematically Adapting to the New Technological Landscape IEEE Transactions on Mobile Computing ·Liangyi Gong, Zhenhua Li, Hongyi Wang, Hao Lin, Xiaobo Ma, Yunhao Liu	2021	10
20	Is what you measure what you expect? Factors affecting smartphone-based mobile network measurement PolyU Institutional Research Archive (Hong Kong Polytechnic University) ·Lei Xue, Xiaobo Ma, Xiapu Luo, Le Yu, Shuai Wang, Ting Chen	2017	8

About Xiaobo Ma

Xiaobo Ma is a scholar working on Signal Processing, Computer Networks and Communications, Software, Artificial Intelligence and Information Systems, having authored 57 papers that have together received 495 indexed citations. Recurring topics across this work include Network Security and Intrusion Detection (28 papers), Internet Traffic Analysis and Secure E-voting (21 papers), Advanced Malware Detection Techniques (16 papers), Spam and Phishing Detection (9 papers), Anomaly Detection Techniques and Applications (5 papers), Software-Defined Networks and 5G (4 papers), Caching and Content Delivery (4 papers) and Software Testing and Debugging Techniques (4 papers). The work is most often cited by research in Signal Processing (174 citations), Computer Networks and Communications (304 citations), Software (38 citations), Artificial Intelligence (243 citations) and Information Systems (144 citations). Xiaobo Ma has collaborated with scholars based in China, Hong Kong and United States. Frequent co-authors include Xiaohong Guan, Xiapu Luo, Jing Tao, Zhenhua Li, John C. S. Lui, Lei Xue, Jianfeng Li, Shuang Zhao, Guofei Gu and Edmond W. W. Chan. Their work appears in journals such as IEEE/ACM Transactions on Networking, IEEE Transactions on Information Forensics and Security, Information Sciences, IEEE Transactions on Mobile Computing and IEEE Transactions on Intelligent Transportation Systems.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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