Advisors: Heather Zheng, Ben Zhao
I am a 1st-year PhD student in Computer Science working in the SAND (Security, Algorithms, Networking and Data) lab, co-advised by Prof. Ben Y. Zhao and Prof. Heather Zheng. Before joining the University of Chicago, I earned my B.S. and M.S. in Computer Science and Engineering at Ewha Womans University under the supervision of Prof. S.E. Oh, focusing on the intersection of AI and Cybersecurity. My research experience spans Adversarial AI (e.g., anonymous network analysis), AI for security (e.g., malware detection), and AI for Healthcare (e.g., ear health monitoring, electroacoustics). My work has been published in several leading conferences and journals, including ACM CCS, PAKDD, ACM WWW, ACM ASIA CCS, IEEE Sensors, and JASA.
My research focuses on (1) understanding real-world security threats introduced or amplified by AI and (2) leveraging AI to defend against such threats. To build robust, efficient models for security-critical systems, I use methods such as metric learning, continual learning, generative replay, few-shot learning, and data augmentation.
