1 citations · 4 across the 4 of their papers we have counts for
4 papers
Privacy-Preserving Hybrid Ensemble Model for Network Anomaly Detection: Balancing Security and Data Protection
Shaobo Liu, Zihao Zhao, Weijie He +3
Privacy-preserving network anomaly detection has become an essential area of research due to growing concerns over the protection of sensitive data. Traditional anomaly detection m…
Balancing Innovation and Privacy: Data Security Strategies in Natural Language Processing Applications
Shaobo Liu, Guiran Liu, Binrong Zhu +3
This research addresses privacy protection in Natural Language Processing (NLP) by introducing a novel algorithm based on differential privacy, aimed at safeguarding user data in c…
Applying Hybrid Graph Neural Networks to Strengthen Credit Risk Analysis
Mengfang Sun, Wenying Sun, Ying Sun +3
This paper presents a novel approach to credit risk prediction by employing Graph Convolutional Neural Networks (GCNNs) to assess the creditworthiness of borrowers. Leveraging the…
Research on Key Technologies for Cross-Cloud Federated Training of Large Language Models
Haowei Yang, Mingxiu Sui, Shaobo Liu +3
With the rapid development of natural language processing technology, large language models have demonstrated exceptional performance in various application scenarios. However, tra…