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Hongfa Ding

Assistant professor at Guizhou University of Finance and Economics.

Bio

Hongfa is an assistant professor at Guizhou University of Finance and Economics. Concurrently, he is working with Prof. Changgen Peng as a postdoc fellow at State Key Laboratory of Public Big Data, Guiyang. His research interests include security & privacy of mechine learning, graph data, genomic data, data opening and sharing, etc..

News

  • Nov. 2020. [Congrats!] Qi He is supported by GUFE Foundation with a Graduate Fund.
  • Sept. 2020. [Congrats!] Hongfa is supported by the NSFC with an Youth Fund.News
  • Jul. 2020. [Congrats!] Hongfa is supported by the China Postdoctoral Foundation as a postdoc fellow at Guizhou University.News
  • Apr. 2020. 欢迎报考、调剂贵州财经大学计算机科学与技术硕士研究生。
  • Jan. 2020. Our paper entitled “隐私保护的信息熵模型及其度量方法” is selected as one of high-impact papers of Journal of Software, 2018. 链接

Selected Publications

  1. Hongfa Ding, Youliang Tian*, Changgen Peng*, Youshan Zhang, Shuwen Xiang. Inference attacks on genomic privacy with an improved HMM and an RCNN model for unrelated individuals. Information Sciences, 2020, 512: 207-218. DOI: 10.1016/j.ins.2019.09.036
  2. 丁红发,彭长根,田有亮,向淑文. 基于演化博弈的隐私风险自适应访问控制模型. 通信学报, 2019, 40(12): 9-20. pdf
  3. Hongfa Ding, Changgen Peng*, Youliang Tian, Shuwen Xiang. A risk adaptive access control model based on Markov for big data in the cloud, International Journal of High Performance Computing and Networking, 2019, 13(4):464-475.DOI:10.1504/IJHPCN.2019.099269
  4. Hongfa Ding, Changgen Peng*, Youliang Tian, Shuwen Xiang. A Game Theoretical Analysis of Risk Adaptive Access Control for Privacy Preserving, in Proc. of 2019 International Conference on Networking and Network Applications (NaNA), 2019, Daegu, Korea. DOI: 10.1109/NaNA.2019.00052
  5. Xing Ding, Changgen Peng*, Hongfa Ding, Maoni Wang, Hui Yang, Qinyong Yu. User Identity Authentication and Identification Based on Multi-Factor Behavior Features. GLOBECOM Workshops 2019: 1-6. DOI: 10.1109/GCWkshps45667.2019.9024581
  6. 彭长根,丁红发,朱义杰,田有亮,符祖峰.隐私保护的信息熵模型及其度量方法.软件学报,2016,27(08):1891-1903. pdf

Projects

Here are several under going projects of our research team, and you are welcome to contact me.

  1. Privacy quantification of networks
  2. Privacy inference attack of graph
  3. Privacy preserving graph mining
  4. Anonymization of graph