About Me

I'm currently a postdoctoral fellow in Department of Computer Science and Technology, Hong Kong University of Science and Technology (HKUST). I work with Prof. Qian Zhang in Huawei-HKUST Invovation Lab.
I received my Ph.D. degree in computer science in Sep. 2017 and M.Phil degree in Computer Science in June 2013 from HKUST. Before that, I got B.S degree in Computer Science from South China University of Technology (SCUT) in June 2008.

Research Interest

I'm currently working on building mobile applications or security systems based on physical/biological data analysis. I'm also interested in big data analaysis in moible networks, and QoE-based optimazation.

Recent Work

Secure Pairing through EMG.

Electromyogram (EMG) is the electrical activity caused by human muscle contraction. The random and subtle characteristics of EMG make it an excellent source of secret key. We propose a system that can securely pair wearable devices by exploiting the EMG signal as random source. Extensive evaluation results indicate our system can provide a better security than existing pairing schemes and achieving a competitive secret bit generation rate of 5.51 bit/s while maintaining a success matching rate of 88.84%.

VibID: User Identification through Bio-Vibrometry, IPSN'16

VibID is a novel user identification for wearable devies, which uses a low-cost vibration motor and accelerometer to simulate an unobtrusive vibration to users’ arms and capture corresponding bio-responses. By exploring the body response to vibrations of different frequencies, VibID can distinguish users with an accuracy above 91% and is robust to various confounding factors.

Publication

  1. Lin Yang, Wei Wang, Zeyu Wang, Qian Zhang. Rainbow: Preventing Mobile-Camera-based Piracy in the Physical World. IEEE INFOCOM 2018.
    Acceptance Rate: 19.2% (309 out of 1606)
  2. Wei Wang, Shiyue He, Lin Yang, Qian Zhang, Tao Jiang. Wi-Fi Teeter-Totter: Overclocking OFDM for Internet of Things. IEEE INFOCOM 2018.
    Acceptance Rate: 19.2% (309 out of 1606)
  3. Wei Wang, Lin Yang, Qian Zhang, Tao Jiang. Securing On-Body IoT Devices By Exploiting Creeping Wave Propagation. IEEE JSAC SI in PLS for 5G, 2018.
  4. Lin Yang, Personalized user engagement modeling for mobile videos. Elsevier Computer Networks 2017.
  5. Wei Wang, Yingjie Chen, Lin Yang, Qian Zhang, Jin Zhang. Detecting On-Body Devices Through Creeping Wave Propagation. IEEE INFOCOM 2017.
    Acceptance rate: 20.93% (292 of 1395)
  6. Lin Yang, Wei Wang, Qian Zhang. Secret from Muscle: Enabling Secure Pairing with Electromyography. ACM SenSys 2016.
    Acceptance Rate: 17.65% (21 out of 119)
  7. Lin Yang, Wei Wang, Qian Zhang. VibID: User Identification through Bio-Vibrometry. ACM/IEEE IPSN 2016.
    Acceptance Rate: 19.65% (23 out of 117)
  8. Wei Wang, Lin Yang, Qian Zhang. Touch-And-Guard: Secure Pairing Through Hand Resonance . ACM UbiComp 2016.
    Acceptance Rate: 17.21% (21 out of 122)
  9. Lin Yang, Mingxuan Yuan, Wei Wang, Qian Zhang, Jia Zeng. Apps on the Move: A Fine-Grained Analysis of Usage Behavior of Mobile Apps. IEEE INFOCOM 2016.
    Acceptance Rate: 18.25% (300 out of 1644)
  10. Jiansong Zhang, Jin Zhang, Kun Tan, Lin Yang, Qian Zhang, and Yongguang Zhang. Turning Waste into Wealth: Enabling Communication in Guardband Whitespace. ACM MobiHoc 2015.
    Acceptance Rate: 14.8% (37 out of 250)
  11. Lin Yang, Jin Zhang, and Qian Zhang. PESC: A parallel system for clustering ECG streams based on MapReduce. IEEE GlobeCom 2013.

Misc