Tian Dong (董天)

Tian Dong (董天)

First-year PhD student of Shanghai Jiao Tong University.

Main Research interest: Computer Security, Machine Learning and Cryptography.

Bio

  • B.A. in French, Shanghai Jiao Tong University (SJTU), 2015-2019
  • Diplôme d’Ingénieur (X2017), École polytechnique (X), 2018-2021
  • M.S. in Electronics and Communication Engineering, SJTU, 2019-2022
  • Ph.D. in Computer Science (advised by Prof. Haojin Zhu), SJTU, 2022 - present

Publications

  1. [INFOCOM’23] Mind Your Heart: Stealthy Backdoor Attack on Dynamic Deep Neural Network in Edge Computing
    Tian Dong, Ziyuan Zhang, Han Qiu, Tianwei Zhang, Hewu Li and Terry Wang.
    IEEE International Conference on Computer Communications, 2023.
  2. [NDSS’23] $\text{RAI}^2$: Responsible Identity Audit Governing the Artificial Intelligence
    Tian Dong, Shaofeng Li, Guoxing Chen, Minhui Xue, Haojin Zhu and Zhen Liu.
    Network and Distributed System Security Symposium, 2023.
  3. [IEEE S&P Magazine] Backdoors Against Natural Language Processing: A Review
    Shaofeng Li, Tian Dong, Benjamin Zi Hao Zhao, Minhui Xue, Suguo Du and Haojin Zhu.
    IEEE Security & Privacy, 2022. [pdf]
  4. [ICML’22] Privacy for Free: How does Dataset Condensation Help Privacy?
    Tian Dong, Bo Zhao, and Lingjuan Lyu.
    The 39th International Conference on Machine Learning, Baltimore, Maryland, USA, 2022. [pdf]
  5. [ISPA’21] Towards Fast Network Intrusion Detection based on Efficiency-preserving Federated Learning
    Tian Dong, Han Qiu, Jialiang Lu, Meikang Qiu, and Chun Fan.
    IEEE International Symposium on Parallel and Distributed Processing with Applications, Virtual Conference, Oct. 2021. [pdf]

  6. [CCS’21] Hidden Backdoors in Human-Centric Language Models
    Shaofeng Li, Hui Liu, Tian Dong, Benjamin Zi Hao Zhao, Minhui Xue, Haojin Zhu and Jialiang Lu.
    ACM Conference on Computer and Communications Security, Virtual Conference, Nov. 2021. [pdf]

  7. [IoT-J] Adversarial Attacks against Network Intrusion Detection in IoT Systems
    Han Qiu, Tian Dong, Tianwei Zhang, Jialiang Lu, Gerard Memmi, and Meikang Qiu.
    IEEE Internet of Things Journal, Dec. 2020. [pdf]

Awards & Honor

First-class Network Security Scholarship (“一流网安”奖学金), 2022

ICML 2022 Outstanding Paper Award, 2022

Shanghai Outstanding Graduate, 2022

ACM CCS 2021 Best Paper Award Runner-up, 2021

Service

  • Conference:
    • Reviewer: ICML (2022), ECCV (2022), NeurIPS (2022), CVPR (2023)
  • Journal:
    • Reviewer: Peer-to-Peer Networking and Applications (PPNA), IEEE Internet of Things Journal (IoT-J)

Last updated: 2022/12/02.