郑月

助理教授

校长青年学者
教育背景

博士（南洋理工大学）

学士（上海大学）

研究领域
硬件安全；人工智能安全与隐私
学术领域
电子工程，计算机工程
个人网站
https://myweb.cuhk.edu.cn/zhengyue
电子邮件
zhengyue@cuhk.edu.cn
个人简介

郑月博士于2023年9月加入香港中文大学（深圳）理工学院，担任助理教授，博士生导师。主要从事硬件安全与可信人工智能等方面的研究工作。郑月博士于2015年从上海大学获得本科学位，2020年从新加坡南洋理工大学获得博士学位，其论文主要发表于安全领域权威期刊，包括TIFS和TDSC等，并拥有发表的美国专利一项。郑博士曾获得2021年度南洋理工大学女科学家会议基金奖，并担任电路与系统领域国际高水平期刊TCAS-II的副编辑，以及十余项国际会议的组织和技术委员会委员等。

学术著作
  1. C. Xu, W. Liu, Y. Zheng, S. Wang, and C. H. Chang, “An imperceptible data augmentation based blackbox clean-label backdoor attack on deep neural networks”, IEEE Trans. Circuit. Syst. Regular paper (TCAS‑I, JCR-Q1), Jul. 2023 (To appear)
  2. Y. Zheng, S. Wang, and C. H. Chang, “A DNN fingerprint for non‑repudiable model ownership identification and piracy detection,” IEEE Trans. Inf. Forensics Secur. (TIFS, CCF‑A, JCR-Q1), July 2022
  3. Y. Zheng, W. Liu, C. Gu, and C. H. Chang, “PUF‑based mutual authentication and key exchange protocol for peer-to-peer IoT applications,” IEEE Trans. Dependable Secure Comput. (TDSC, CCF‑A, JCR-Q1), July 2022
  4. Y. Cao, X. Zhao, W. Zheng, Y. Zheng, and C. H. Chang, “A new energy‑efficient and high throughput two‑phase multi‑bit per cycle ring oscillator‑based true random number generator,” IEEE Trans. Circuit. Syst. Regular paper (TCAS‑I, JCR-Q1), pp. 272–283, Jan. 2022
  5. Y. Zheng, X. Zhao, T. Sato, Y. Cao, and C. H. Chang, “Ed‑PUF: Event‑driven physical unclonable function for camera authentication in reactive monitoring system,” IEEE Trans. Inf. Forensics Secur. (TIFS, CCF‑A, JCR-Q1), pp. 2824–2839, Mar. 2020
  6. Y. Zheng, Y. Cao, and C. H. Chang, “A PUF‑based data‑device hash for tampered image detection and source camera identification,” IEEE Trans. Inf. Forensics Secur. (TIFS, CCF‑A, JCR-Q1), vol. 15, pp. 620–634, Jul. 2019
  7. A. Cui, C.H. Chang, W. Zhou, Y. Zheng, “A New PUF Based Lock and Key Solution for Secure In-field Testing of Cryptographic Chips,” IEEE Trans. Emerging Topics Comput. (TETC, JCR-Q1), Mar. 2019.
  8. Y. Zheng, Y. Cao, and C. H. Chang, “UDhashing: Physical unclonable function based user‑device hash for endpoint authentication,” IEEE Trans. Industrial Electronics (TIE, JCR-Q1), vol. 66, pp. 9559–9570, Jan. 2019
  9. C. H. Chang, Y. Zheng, and L. Zhang, “A retrospective and a look forward: Fifteen years of physical unclonable function advancement,” IEEE Circuits and Syst. Magazine (CASM, JCR-Q1), vol. 17, no. 3, pp. 32–62, thirdquarter 2017.
  10. Y. Zheng, C. H. Chang, and W. Liu, “PUF‑based Mutual Authentication and Key‑Exchange,” Invention disclosure ref. 2021‑336‑01‑SG PRV, Singapore Provisional Patent Application No. 10202107780Q filed on 15 July 2021 and US Patent Application No: 17/866,332, filed on July 15, 2022, published on Feb. 2, 2023, Publication no. US20230032099A1