Kangkang Sun

Kangkang Sun Ph.D.       孙康康
Shanghai Jiao Tong University.
Institute of Cyber Science and Technology.
Adress: Shanghai Jiao Tong University, The Micro-nano Building, 510.

My WeChat official Account: AIcomings link
My Current CV (English). CV (中文).
Email: szpsunkk@sjtu.edu.cn
Educations Publications Awards Research Talks
Introduction
Greetings! I'm a four year Ph.D. student under the supervision of Prof. Jianhua Li and Prof. Jun Wu at Shanghai Jiao Tong University.
My previous research direction is the security of IoV and IoT, Data Security, Digital Twin (DT), Distributed Machine Learning Security, inculding Federated Learning (FL), Deep Reinforcement Learning (DRL), Game Theory, etc.

Current research interests are Data Security and Privacy, Tradeoffs in Federated Learning (privacy, utility, fairness and comunication), Game Theory in Machine Learning, and the Applications in IoV and IoT, etc.
Educations
Awards
Selected Publications and Projects
    Master`s Degree:
  1. Optimization method of Bevel Gear Reliability based on Genetic Algorithm and Discrete Element, (Q2)
    Kangkang Sun, Yanpeng Lu, Guoqiang Wang
    Eksploatacja i Niezawodnosc - Maintenance and Reliability
    2019.2
    [Paper]
  2. Reliability design and optimization of the planetary gear by a GA based on the DEM and Kriging model (Q1)
    Da Cui, Guoqiang Wang, Yanpeng Lu, Kangkang Sun (corresponding author)
    Reliability Engineering and System Safety.
    [Paper]
  3. Study on electromechanical performance of steering of the electric articulated tracked vehicles (Q3)
    Jiaqi Wu, Guoqiang Wang, Huanyu Zhao, Kangkang Sun (Corresponding author)
    Journal of Mechanical Science and Technology
    [Paper]
  4. The Influence of the Structure of Double Toothed Roller Crusher on the Crushing Effect based on EDEM
    Kangkang Sun, Ruoding Ma
    2018 3rd International Seminar on Advances in Materials Science and Engineering, 2018.
    [Paper]
  5. Path Planning and Target Identification of UAV
    Kangkang Sun
    Excellent Master's thesis
    [Paper]
  6. Measurement of vehicle load spectrum (intelligent driving)
    Kangkang Sun,Yi Fang,etc.
    Measure the load spectrum of vehicles on different road surfaces to realize the goal of intelligent driving.
    7. Doctor`s Degree:
  7. International Internet of Things standard - IEEE P21451-1-5 (SNMP Protocol)
    Jun Wu, Xinzheng Feng, Kangkang Sun, Wentao Zhang, Chao Sang, Peiyu Fu, Tongyi Huang, etc.
  8. Intelligent Driving Safety Communication
    Kangkang Sun,Gaolei li, Jianhua li, etc
    Secure communication of vehicle network through various encryption algorithms
  9. Energy-Efficient Service Offloading in GreenUltra-Dense Edge MEC Networks: A LightweightKriging-Model Method
    Kangkang Sun, etc
    We propose a novel lightweight Kriging model, which is deployed on the mobile edge devices to predict the load power of edge users at the next moment under a certain region and reduce the computational load of edge users.
  10. Leveraging Digital Twin and DRL for Collaborative Context Offloading in C-V2X Autonomous Driving (Q1)
    Kangkang Sun, etc
    IEEE Transactions on Vehicular Technology (TVT).   IF: 6.8 [Paper]
  11. Large-Scale Mean-Field Federated Learning for Detection and Defense
    Kangkang Sun, etc
    Under review.
  12. Joint Top-K Sparsification and Shuffle Model for Communication-Privacy-Accuracy Tradeoffs in Federated Learning-based IoV (Q1)
    Kangkang Sun, etc
    IEEE Internet of Things Journal (IoT)   IF: 10.6
  13. Toward the Tradeoffs between Privacy, Fairness and Utility in Federated Learning
    Kangkang Sun, etc
    EISA 2023 (EI)
  14. Secure and Personalized Cross-silo Federated Learning with Time-Polynomial Differential Privacy for Smart Microgrid Stability Prediction
    Kangkang Sun, etc
    Under review
  15. Time-Sensitive Federated Learning with Personalized Privacy Protection for Vehicular Digital Twin Networks
    Kangkang Sun, etc
    Under review
Research Experience
Academic Service
Research Progress Sharing
National Engineering Laboratory for Information Content Analysis Technology
Institute of Cyber Science and Technology
Shanghai Jiao Tong University
Created and designed by Kangkang Sun in SJTU.