29 citations · 44 across the 4 of their papers we have counts for
4 papers
Large Language Models for Cryptocurrency Transaction Analysis: A Bitcoin Case Study
Yuchen Lei, Yuexin Xiang, Qin Wang +5
Cryptocurrencies are widely used, yet current methods for analyzing transactions often rely on opaque, black-box models. While these models may achieve high performance, their outp…
BABD: A Bitcoin Address Behavior Dataset for Pattern Analysis
Yuexin Xiang, Yuchen Lei, Ding Bao +6
Cryptocurrencies are no longer just the preferred option for cybercriminal activities on darknets, due to the increasing adoption in mainstream applications. This is partly due to…
A Lightweight Privacy-Preserving Scheme Using Label-based Pixel Block Mixing for Image Classification in Deep Learning
Yuexin Xiang, Tiantian Li, Wei Ren +2
To ensure the privacy of sensitive data used in the training of deep learning models, a number of privacy-preserving methods have been designed by the research community. However,…
Generating Image Adversarial Examples by Embedding Digital Watermarks
Yuexin Xiang, Tiantian Li, Wei Ren +2
With the increasing attention to deep neural network (DNN) models, attacks are also upcoming for such models. For example, an attacker may carefully construct images in specific wa…