| 2026 | INFOCOM | NEST: A Node-Interactive Generative Emulation Framework for Synthetic Traffic Generation. | Jianfeng Li, Yuchen Zhang, Jian Qu, Jialong Zhang, Xiaobo Ma |
| 2025 | CCS | Sylva: Tailoring Personalized Adversarial Defense in Pre-trained Models via Collaborative Fine-tuning. | Tianyu Qi, Lei Xue, Yufeng Zhan, Xiaobo Ma |
| 2025 | ICASSP | Uncertainty-Aware Crime Prediction With Spatial Temporal Multivariate Graph Neural Networks. | Zepu Wang, Xiaobo Ma, Huajie Yang, Weimin Lyu, Yang Liu, Peng Sun, Sharath Chandra Guntuku |
| 2025 | INFOCOM | Cross-Environmental Website Fingerprinting. | Jianfeng Li, Dongliang Wang, Yixuan Liu, Yifei Gao, Xiaorong Zhang, Zheng Lin, Xiaobo Ma, Xiapu Luo, Xiaohong Guan |
| 2024 | INFOCOM | 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 |
| 2022 | INFOCOM | 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 |
| 2022 | NDSS | Packet-Level Open-World App Fingerprinting on Wireless Traffic. | Jianfeng Li, Shuohan Wu, Hao Zhou, Xiapu Luo, Ting Wang, Yangyang Liu, Xiaobo Ma |
| 2021 | INFOCOM | Context-aware Website Fingerprinting over Encrypted Proxies. | Xiaobo Ma, Mawei Shi, Bingyu An, Jianfeng Li, Daniel Xiapu Luo, Junjie Zhang, Xiaohong Guan |
| 2021 | VTC | Inaccurate Prediction Is Not Always Bad: Open-World Driver Recognition via Error Analysis. | Jianfeng Li, Kaifa Zhao, Yajuan Tang, Xiapu Luo, Xiaobo Ma |
| 2020 | INFOCOM | Pinpointing Hidden IoT Devices via Spatial-temporal Traffic Fingerprinting. | Xiaobo Ma, Jian Qu, Jianfeng Li, John C. S. Lui, Zhenhua Li, Xiaohong Guan |
| 2019 | SecureComm | DeepCG: Classifying Metamorphic Malware Through Deep Learning of Call Graphs. | Shuang Zhao, Xiaobo Ma, Wei Zou, Bo Bai |
| 2018 | INFOCOM | 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 |
| 2018 | NSS | 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 |
| 2018 | NSS | Revisiting Website Fingerprinting Attacks in Real-World Scenarios: A Case Study of Shadowsocks. | Yankang Zhao, Xiaobo Ma, Jianfeng Li, Shui Yu, Wei Li |
| 2017 | INFOCOM | 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 |
| 2017 | SRDS | AutoFlowLeaker: Circumventing Web Censorship through Automation Services. | Shengtuo Hu, Xiaobo Ma, Muhui Jiang, Xiapu Luo, Man Ho Au |
| 2016 | ACISP | 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 |
| 2016 | FNC | 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 |
| 2015 | INFOCOM | Modeling repeating behaviors in packet arrivals: Detection and measurement. | Jianfeng Li, Jing Tao, Xiaobo Ma, Junjie Zhang, Xiaohong Guan |
| 2014 | ICCCN | MIGDroid: Detecting APP-Repackaging Android malware via method invocation graph. | Wenjun Hu, Jing Tao, Xiaobo Ma, Wenyu Zhou, Shuang Zhao, Ting Han |
| 2012 | ACSAC | 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 |
| 2012 | GLOBECOM | Towards active measurement for DNS query behavior of botnets. | Xiaobo Ma, Jianfeng Li, Jing Tao, Xiaohong Guan |