| 2020 | CCS | POSTER: Dynamic Software Vulnerabilities Threat Prediction through Social Media Contextual Analysis. | Shin-Ying Huang, Yiju Wu |
| 2020 | TrustCom | Monitoring Social Media for Vulnerability-Threat Prediction and Topic Analysis. | Shin-Ying Huang, Tao Ban |
| 2019 | TrustCom | A Topic-Based Unsupervised Learning Approach for Online Underground Market Exploration. | Shin-Ying Huang, Tao Ban |
| 2018 | PST | Comprehensible Categorization and Visualization of Orchestrated Malicious Domain Names using Linkage Analysis. | Shin-Ying Huang, Tzu-Hsien Chuang, Shi-Meng Huang, Tao Ban |
| 2017 | DASC | A Parallel Majority Learning Algorithm for Anomaly Detection. | Shin-Ying Huang, Ya-Yun Peng, Fang Yu |
| 2016 | IJCNN | Outlier detection in the concept drifting environment. | Shin-Ying Huang, Jhe-Wei Lin, Rua-Huan Tsaih |
| 2016 | ISI | Exploring the online underground marketplaces through topic-based social network and clustering. | Shin-Ying Huang, Hsinchun Chen |
| 2016 | ISI | Identifying the socio-spatial dynamics of terrorist attacks in the Middle East. | Ze Li, Duoyong Sun, Hsinchun Chen, Shin-Ying Huang |
| 2015 | IJCNN | Network-traffic anomaly detection with incremental majority learning. | Shin-Ying Huang, Fang Yu, Rua-Huan Tsaih, Yennun Huang |
| 2014 | IJCNN | Resistant learning on the envelope bulk for identifying anomalous patterns. | Shin-Ying Huang, Fang Yu, Rua-Huan Tsaih, Yennun Huang |
| 2013 | DSN | Network traffic anomaly detection based on growing hierarchical SOM. | Shin-Ying Huang, Yennun Huang |
| 2013 | ICDM | Network Forensic Analysis Using Growing Hierarchical SOM. | Shin-Ying Huang, Yennun Huang |
| 2013 | IJCNN | Clustering iOS executable using self-organizing maps. | Fang Yu, Shin-Ying Huang, Li-ching Chiou, Rua-Huan Tsaih |
| 2012 | IJCNN | The prediction approach with Growing Hierarchical Self-Organizing Map. | Shin-Ying Huang, Rua-Huan Tsaih |
| 2008 | IJCNN | The rule-extraction through the preimage analysis. | Rua-Huan Tsaih, Yat-wah Wan, Shin-Ying Huang |