Blockchain Analysis
- Large Language Models for Cryptocurrency Transaction Analysis: A Bitcoin Case Study
Y. Lei*, Y. Xiang*†, Q. Wang, R. Dowsley, T. H. Yuen, and J. Yu
arXiv preprint, 2025. - BABD: A Bitcoin Address Behavior Dataset for Pattern Analysis
Y. Xiang, Y. Lei, D. Bao, T. Li, Q. Yang, W. Liu, W. Ren, and K.-K. R. Choo
IEEE Transactions on Information Forensics and Security, 2024.
code data - BTC-Shadow: An Analysis and Visualization System for Exposing Implicit Behaviors in Bitcoin Transaction Graphs
D. Bao, W. Ren, Y. Xiang, W. Liu, T. Zhu, Y. Ren, and K.-K. R. Choo
Frontiers of Computer Science, 2023.
demo - Leveraging Subgraph Structure for Exploration and Analysis of Bitcoin Address
Y. Xiang, T. Li, and Y. Li
IEEE International Conference on Big Data, 2022.
data video - An Illicit Bitcoin Address Analysis Scheme Based on Subgraph Evolution
Q. Yang, Y. Xiang, W. Liu, and W. Ren
IEEE International Conference on High Performance Computing and Communications, 2022.
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Blockchain Applications
- A Multi-type and Decentralized Data Transaction Scheme Based on Smart Contracts and Digital Watermarks
Y. Xiang, W. Ren, T. Li, X. Zheng, T. Zhu, and K.-K. R. Choo
Journal of Network and Computer Applications, 2021.
code - FAPS: A Fair, Autonomous and Privacy-preserving Scheme for Big Data Exchange Based on Oblivious Transfer, Ether Cheque and Smart Contracts
T. Li, W. Ren, Y. Xiang, X. Zheng, T. Zhu, K.-K. R. Choo, and G. Srivastava
Information Sciences, 2021.
code - CVT: A Crowdsourcing Video Transcoding Scheme Based on Blockchain Smart Contracts
Y. Chen, H. Yin, Y. Xiang, W. Ren, Y. Ren, and N. N. Xiong
IEEE Access, 2020.
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AI Security
- AdvEWM: Generating Image Adversarial Examples by Embedding Digital Watermarks
Y. Xiang, T. Li, W. Ren, T. Zhu, and K.-K. R. Choo
Journal of Information Security and Applications, 2024.
code - A Lightweight Privacy-Preserving Scheme Using Pixel Block Mixing for Facial Image Classification in Deep Learning
Y. Xiang, T. Li, W. Ren, T. Zhu, and K.-K. R. Choo
Engineering Applications of Artificial Intelligence, 2023.
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