Yi WANG, female, PhD, Professor, joined Dongguan University of Technology in 2017 and selected for the National Overseas High-Level Talent Programme; National Specially Appointed Young Expert; Dongguan Class I Distinguished Talent. Her main research areas are pattern recognition and machine learning. In recent years, she has pursued interdisciplinary research in artificial intelligence and information security. She has led one National Natural Science Foundation of China (NSFC) General Programme project in this field, mastering internationally advanced deep learning adversarial attack techniques and model performance analysis methods. Her research has yielded significant advances in distributed system data privacy protection and deep learning intelligent defence mechanisms, resulting in 14 SCI or EI-indexed publications. including multiple publications in SCI Q1 journals of the Chinese Academy of Sciences and papers presented as oral presentations at CCF-A class conferences (e.g., IEEE TPAMI, IEEE TIFS, CVPR, AAAI, IJCAI, SIGIR). His black-box attack detection algorithm for deep hashes was awarded Best Paper at the CCF-B class conference ICMR 2021; Over the past three years, three international PCT patent applications have been filed, resulting in one US patent and two Chinese patents being granted. |
主要研究方向：模式识别、机器学习、隐私敏感计算、信息安全 主要研究内容：对抗环境下模式识别系统攻防技术的研究与应用 Research Interests: Secure biometric systems, Pattern recognition and machine Learning, Privacy-preserved computing Research Project: Security and Privacy Issues of Biometric Identification Systems in Adversarial Environments |
