About Me

Hi, I’m Yuexin Xiang, currently pursuing PhD in the Faculty of Information Technology at Monash University in Australia. My research focuses on decentralization, with key areas in blockchain, security, and artificial intelligence.

If you have academic inquiries, feel free to contact me at Yuexin.Xiang@monash.edu.

News

• [Apr'24] I'm happy to serve as a PC member for ACM CCS'24 Artifact Evaluation.
• [Jan'24] Our paper "BABD: A Bitcoin Address Behavior Dataset for Pattern Analysis" has been published in IEEE TIFS.
• [Dec'23] Our paper "AdvEWM: Generating Image Adversarial Examples by Embedding Digital Watermarks" has been published in JISA.
• [Nov'23] Our paper "A Lightweight Privacy-Preserving Scheme Using Pixel Block Mixing for Facial Image Classification in Deep Learning" has been published in EAAI.
• [Oct'23] I'm honored to be the recipient of Monash Central Scholarship for 2023.

Education

• PhD, Monash University, 2024 - Now (supervised by Rafael Dowsley, Tsz Hon Yuen, and Jiangshan Yu)
• MEng in Computer Science and Technology, China University of Geosciences, 2020 - 2023
• BEng in Information Security, China University of Geosciences, 2016 - 2020

Selected Publication

• Y. Xiang, Y. Lei, D. Bao, T. Li, Q. Yang, W. Liu, W. Ren, and K.-K. R. Choo, “BABD: A Bitcoin Address Behavior Dataset for Pattern Analysis,” IEEE Transactions on Information Forensics and Security, vol. 19, pp. 2171-2185, 2024.
• Y. Xiang, T. Li, and Y. Li, “Leveraging Subgraph Structure for Exploration and Analysis of Bitcoin Address,” IEEE International Conference on Big Data, Osaka, Japan, 2022, pp. 1957-1962.
• Y. Xiang, W. Ren, T. Li, X. Zheng, T. Zhu, and K. K. R. Choo, “A Multi-type and Decentralized Data Transaction Scheme Based on Smart Contracts and Digital Watermarks,” Journal of Network and Computer Applications, vol. 176, pp. 102953, 2021.