4 citations · 8 across the 4 of their papers we have counts for
4 papers
The Role of Transformer Models in Advancing Blockchain Technology: A Systematic Survey
Tianxu Liu, Yanbin Wang, Jianguo Sun +5
As blockchain technology rapidly evolves, the demand for enhanced efficiency, security, and scalability grows.Transformer models, as powerful deep learning architectures,have shown…
Ethereum Fraud Detection via Joint Transaction Language Model and Graph Representation Learning
Jianguo Sun, Yifan Jia, Yanbin Wang +3
Ethereum faces growing fraud threats. Current fraud detection methods, whether employing graph neural networks or sequence models, fail to consider the semantic information and sim…
Continuous Multi-Task Pre-training for Malicious URL Detection and Webpage Classification
Yujie Li, Yiwei Liu, Peiyue Li +2
Malicious URL detection and webpage classification are critical tasks in cybersecurity and information management. In recent years, extensive research has explored using BERT or si…
PMANet: Malicious URL detection via post-trained language model guided multi-level feature attention network
Ruitong Liu, Yanbin Wang, Haitao Xu +4
The proliferation of malicious URLs has made their detection crucial for enhancing network security. While pre-trained language models offer promise, existing methods struggle with…