Gang Yang

Text Classification Based on BertRCNNATT Hybrid Model

2021 · 2021 IEEE 5th Information Technology,Networking,Electronic and Automation Control Conference (ITNEC)

The Recurrent Convolutional Neural Network (RCNN) has achieved excellent performance in text classification. However the RCNN ignores the context of the information and the use of the max-pooling will causes the loss of feature information. …

KI-Mix: Enhancing Cyber Threat Detection in Incomplete Supervision Setting Through Knowledge-informed Pseudo-anomaly Generation

2024

Data-driven methodologies have exhibited remarkable performance in identifying various cyber threats. However, obtaining well-labeled training samples is enormously expensive and often challenging when tackling practical cyber-security problems, due to the cost and difficulties in data …