Research Interests
I am interested in using interdisciplinary approaches to develop practical networked systems for real-world problems. Currently, I direct the Networked Systems Lab and one of interesting projects is：
Looking for PhD/Master students (Fall 2021) and Postdoc/RAP (Fall 2020 or Spring 2021)
常年招收计算机/通信/软件工程相关专业背景的博士生和硕士生；计划招一名博士后和一名研究助理教授
Teaching
Use the Blackboard.
Recent Publications (Full list)
- Fingerprinting Encrypted Voice Traffic on Smart Speakers with Deep Learning. ACM WiSec, 2020
- Efficient Crowdsourced Pareto-Optimal Queries over Partial Orders with Quality Guarantee. IEEE Transactions on Emerging Topics in Computing, 2020
- LSTM Learning with Bayesian and Gaussian Processing for Anomaly Detection in Industrial IoT. IEEE Transactions on Industrial Informatics, 2020
- An Industrial Dynamic Skyline based Similarity Joins for Multi-dimensional Big Data Applications. IEEE Transactions on Industrial Informatics, 2020
- A Behavior-Aware Profiling of Smart Contracts. SecureComm, 2019
- Vaccine: Obfuscating Access Pattern Against File-Injection Attacks. IEEE CNS, 2019
- DimLoc: Enabling High-Precision Visible Light Localization under Dimmable LEDs in Smart Buildings. IEEE Internet of Things Journal, 2019
- Communication-Efficient Data Aggregation Tree Construction for Complex Queries in IoT Applications. IEEE Internet of Things Journal, 2019
- FAROS: Illuminating In-Memory Injection Attacks via Provenance-based Whole System Dynamic Information Flow Tracking. IEEE/IFIP DSN, 2018
- DroidForensics: Accurate Reconstruction of Android Attacks via Multi-layer Forensic Logging. ACM AsiaCCS, 2017
- Characterizing the Behavior of Handheld Devices and Its Implications. Elsevier Computer Networks, 2017
- Measuring and Undersctanding RRC State Machine Optimization in Light of Recent Advancements. IEEE Transactions on Mobile Computing, 2017
- Cross-Layer Personalization as a First Class Citizen for Situation Awareness and Computer Infrastructure Security. NSPW, 2016
- emphaSSL: Towards Emphasis as a Mechanism to Harden Networking Security in Android Apps. IEEE GLOBECOM, 2016
- A New Eavesdropping-resilient Framework for Indoor Visible Light Communication. IEEE GLOBECOM, 2016
- A New Virtual Network Embedding Framework based on QoS Satisfaction and Network Reconfiguration for Fiber-Wireless Access Network. IEEE ICC, 2016
- Rethinking RRC State Machine Optimization in Light of Recent Advancements. ACM MobiCom, 2015
- A Behavior-aware Profiling of Handheld Devices. IEEE INFOCOM, 2015
- Joint Admission Control and Provisioning for Virtual Machine. IEEE ICC, 2015
- Whom does Your Android App Talk to? IEEE GLOBECOM, 2015 (Featured by media outlets, e.g., ACM TechNews, Yahoo! News, Science Daily and so on)
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Competing Memes Propagation on Networks: A Network Science Perspective. IEEE Journal on Selected Areas in Communications, 2013
- Entelecheia: Detecting P2P Botnets in their Waiting Stage. IFIP Networking, 2013
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Permission Evolution in the Android Ecosystem. ACSAC, 2012
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Malicious Android Applications in the Enterprise: What Do They Do and How Do We Fix It? . IEEE SDMSM, 2012
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ProfileDroid: Multi-layer Profiling of Android Applications. ACM MobiCom, 2012
- Competing Memes Propagation on Networks: A Case Study of Composite Networks. ACM SIGCOMM CCR, 2012
Alumni
Qinghua Zheng (B.S. 2020, First job: Tencent)
Sen wang (B.S. 2020, First job: Tencent)
Weiming Zhao (B.S. 2020, First job: Tencent)
Yujie Yang (B.S. 2020, First job: Huawei)
Lida Zhao (B.S. 2020, First job: MS@Nanyang Technological University)
Min Chen (B.S. 2020, First job: MS@SUSTech)
Professional Services
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Panelist: NSF (National Science Foundation)
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TPC: IEEE INFOCOM, IEEE AsiaCCS-SCC, PAM, IEEE/ACM IWQoS, IEEE Blockchain, IEEE ICBC, IEEE MASS, IEEE GLOBECOM, IEEE ICC, ML4CS, APCC, WCSP, IEEE BSC, etc.
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