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
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
- 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)
- 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
- 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
- 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
- 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
- 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
- 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.
- 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
- 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.
- 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