Publications

Conferences

2021

  1. e-Energy’21
    Understanding Credibility of Adversarial Examples against Smart Grid: A Case Study for Voltage Stability Assessment
    Song, Qun, Tan, Rui, Ren, Chao, and Xu, Yan
    In The 12th ACM International Conference on Future Energy Systems 2021
  2. IPSN’21
    PhyAug: Physics-Directed Data Augmentation for Deep Sensing Model Transfer in Cyber-Physical Systems
    Luo, Wenjie, Yan, Zhenyu, Song, Qun, and Tan, Rui
    In Proceedings of the 20th International Conference on Information Processing in Sensor Networks (co-located with CPS-IoT Week 2021) 2021
  3. SenSys’21
    Demo Abstract: Infrastructure-Free Smartphone Indoor Localization Using Room Acoustic Responses
    Guo, Dongfang, Luo, Wenjie, Gu, Chaojie, Wu, Yuting, Song, Qun, Yan, Zhenyu, and Tan, Rui
    In Proceedings of the 19th Conference on Embedded Networked Sensor Systems 2021

2019

  1. MobiCom’19
    Towards touch-to-access device authentication using induced body electric potentials
    Yan, Zhenyu, Song, Qun, Tan, Rui, Li, Yang, and Kong, Adams Wai Kin
    In The 25th Annual International Conference on Mobile Computing and Networking 2019
  2. SenSys’19
    Moving target defense for embedded deep visual sensing against adversarial examples
    Song, Qun, Yan, Zhenyu, and Tan, Rui
    In Proceedings of the 17th Conference on Embedded Networked Sensor Systems 2019

2018

  1. UbiComp’18
    Deep room recognition using inaudible echos
    Song, Qun, Gu, Chaojie, and Tan, Rui
    Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies 2018

Journals

2021

  1. TOSN
    DeepMTD: Moving Target Defense for Deep Visual Sensing against Adversarial Examples
    Song, Qun, Yan, Zhenyu, and Tan, Rui
    ACM Transactions on Sensor Networks 2021
  2. TMC
    Touch-to-Access Device Authentication For Indoor Smart Objects
    Yan, Zhenyu, Song, Qun, and Tan, Rui
    IEEE Transactions on Mobile Computing 2021
  3. TSG
    Vulnerability Analysis, Robustness Verification, and Mitigation Strategy for Machine Learning-Based Power System Stability Assessment Model under Adversarial Examples
    Ren, Chao, Du, Xiaoning, Xu, Yan, Song, Qun, Liu, Yang, and Tan, Rui
    IEEE Transactions on Smart Grid 2021