Ye Dong Personal Websites

I am serving as Research Fellow at School of Computing, National University of Singapore (hosted by Prof. Jinsong Dong) and College of Computing and Data Science, Nanyang Technological University (hosted by Prof. Tianwei Zhang). I got my Ph.D. degree in Cyberspace Security at Institute of Information Engineering, Chinese Academy of Sciences (IIE, CAS) and School of Cyber Security, University of Chinese Academy of Sciences (UCAS), and got my bachelor degree in School of Computer Science and Technology, Shandong University.

I am always looking for academic collaboration in MPC, Homomorphic Encryption, and other Privacy-Computing Technologies. Feel free to contact me!

Reseach Interests

  • Secure Multi-Party Computation:
    • Familar: Secret Sharing, Oblivious Transfer, Garbled Circuits.
    • Basic: Homomorphic Encryption
  • Security and Privacy of Machine (Deep) Learning:
    • Familiar: MPC-Private ML/DL, Secure Aggregation of Federated Learning
    • Basic: Byzantine-Robustness, Attacks & Privacy Leakages, Quantization Technologies

Download CV for more details. Latest Update on 23 Jan., 2024