| 2025 | PST | TOM-Net: Few-Shot IoT Malware Classification Via Open-Set Aware Transductive Meta-Learning. | Man-Ying Chen, Tao Ban, Shin-Ming Cheng, Takeshi Takahashi |
| 2025 | PST | FragmentFool: Fragment-based Adversarial Perturbation for Graph Neural Network-based Vulnerability Detection. | Muhammad Fakhrur Rozi, Tao Ban, Seiichi Ozawa, Hiroaki Inoue, Takeshi Takahashi, Sajjad Dadkhah |
| 2024 | ACSAC | Intrusion Detection Simplified: A Feature-free Approach to Traffic Classification Using Transformers. | Kohei Miyamoto, Chansu Han, Tao Ban, Takeshi Takahashi, Jun'ichi Takeuchi |
| 2024 | ICISC | Reinterpreting System Calls for Enhanced IoT Malware Analysis Using Function Call Graphs. | Wei-Jen Liao, Tao Ban, Shin-Ming Cheng, Takeshi Takahashi |
| 2024 | ICISC | Does Ordinality in Encoding Matter for XAI? A Case Study on Explainable IDS. | Harry Chandra Tanuwidjaja, Tao Ban, Takeshi Takahashi, Tsung-Nan Lin, Boyi Lee, Muhamad Erza Aminanto |
| 2023 | ISCC | Color-coded Attribute Graph: Visual Exploration of Distinctive Traits of IoT-Malware Families. | Jiaxing Zhou, Tao Ban, Tomohiro Morikawa, Takeshi Takahashi, Daisuke Inoue |
| 2022 | ISPR | Malicious Packet Classification Based on Neural Network Using Kitsune Features. | Kohei Miyamoto, Hiroki Goto, Ryosuke Ishibashi, Chansu Han, Tao Ban, Takeshi Takahashi, Jun'ichi Takeuchi |
| 2021 | ICONIP | JStrack: Enriching Malicious JavaScript Detection Based on AST Graph Analysis and Attention Mechanism. | Muhammad Fakhrur Rozi, Tao Ban, Seiichi Ozawa, Sangwook Kim, Takeshi Takahashi, Daisuke Inoue |
| 2021 | PERCOM | Designing Comprehensive Cyber Threat Analysis Platform: Can We Orchestrate Analysis Engines? | Takeshi Takahashi, Yuki Umemura, Chansu Han, Tao Ban, Keisuke Furumoto, Ohnori Nakamura, Katsunari Yoshioka, Jun'ichi Takeuchi, Noboru Murata, Yoshiaki Shiraishi |
| 2021 | PST | IoT Malware Detection Using Function-Call-Graph Embedding. | Chia-Yi Wu, Tao Ban, Shin-Ming Cheng, Bo Sun, Takeshi Takahashi |
| 2021 | TrustCom | Multi-label Positive and Unlabeled Learning and its Application to Common Vulnerabilities and Exposure Categorization. | Masaki Aota, Tao Ban, Takeshi Takahashi, Noboru Murata |
| 2020 | ICONIP | Port-Piece Embedding for Darknet Traffic Features and Clustering of Scan Attacks. | Shintaro Ishikawa, Seiichi Ozawa, Tao Ban |
| 2020 | ICONIP | CDMC'19 - The 10th International Cybersecurity Data Mining Competition. | Shaoning Pang, Tao Ban, Youki Kadobayashi, Jungsuk Song, Kaizhu Huang, Geongsen Poh, Iqbal Gondal, Kitsuchart Pasupa, Fadi A. Aloul |
| 2020 | TrustCom | Monitoring Social Media for Vulnerability-Threat Prediction and Topic Analysis. | Shin-Ying Huang, Tao Ban |
| 2020 | TrustCom | Cross Platform IoT- Malware Family Classification based on Printable Strings. | Yen-Ting Lee, Tao Ban, Tzu-Ling Wan, Shin-Ming Cheng, Ryoichi Isawa, Takeshi Takahashi, Daisuke Inoue |
| 2020 | SP | ELF Analyzer Demo: Online Identification for IoT Malwares with Multiple Hardware Architectures. | Shin-Ming Cheng, Tao Ban, Jr-Wei Huang, Bing-Kai Hong, Daisuke Inoue |
| 2019 | ICONIP | Combating Threat-Alert Fatigue with Online Anomaly Detection Using Isolation Forest. | Muhamad Erza Aminanto, Lei Zhu, Tao Ban, Ryoichi Isawa, Takeshi Takahashi, Daisuke Inoue |
| 2019 | PST | Automated Threat-Alert Screening for Battling Alert Fatigue with Temporal Isolation Forest. | Muhamad Erza Aminanto, Lei Zhu, Tao Ban, Ryoichi Isawa, Takeshi Takahashi, Daisuke Inoue |
| 2019 | SAC | A scalable and accurate feature representation method for identifying malicious mobile applications. | Bo Sun, Tao Ban, Shun-Chieh Chang, Yeali S. Sun, Takeshi Takahashi, Daisuke Inoue |
| 2019 | TrustCom | A Topic-Based Unsupervised Learning Approach for Online Underground Market Exploration. | Shin-Ying Huang, Tao Ban |
| 2019 | TrustCom | Anomaly Detection in Network Traffic Using Dynamic Graph Mining with a Sparse Autoencoder. | Guanbo Jia, Paul Miller, Xin Hong, Harsha K. Kalutarage, Tao Ban |
| 2018 | ICONIP | Employ Decision Values for Soft-Classifier Evaluation with Crispy References. | Lei Zhu, Tao Ban, Takeshi Takahashi, Daisuke Inoue |
| 2018 | IJCNN | Online Max-flow Learning via Augmenting and De-augmenting Path. | Shaoning Pang, Lei Zhu, Tao Ban, Kazushi Ikeda, Wangfei Zhang, Abdolhossein Sarrafzadeh, Takeshi Takahashi, Daisuke Inoue |
| 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 | ICONIP | Detection of Botnet Activities Through the Lens of a Large-Scale Darknet. | Tao Ban, Lei Zhu, Jumpei Shimamura, Shaoning Pang, Daisuke Inoue, Koji Nakao |
| 2017 | ICST | NIVAnalyzer: A Tool for Automatically Detecting and Verifying Next-Intent Vulnerabilities in Android Apps. | Junjie Tang, Xingmin Cui, Ziming Zhao, Shanqing Guo, Xin-Shun Xu, Chengyu Hu, Tao Ban, Bing Mao |
| 2017 | UIC | Practical darknet traffic analysis: Methods and case studies. | Tao Ban, Daisuke Inoue |
| 2017 | UIC | Goods recommendation based on retail knowledge in a Neo4j graph database combined with an inference mechanism implemented in jess. | Takahiro Konno, Runhe Huang, Tao Ban, Chuanhe Huang |
| 2016 | ICONIP | The Usability of Metadata for Android Application Analysis. | Takeshi Takahashi, Tao Ban, Chin-Wei Tien, Chih-Hung Lin, Daisuke Inoue, Koji Nakao |
| 2016 | IJCNN | A neural network model for detecting DDoS attacks using darknet traffic features. | Siti Hajar Aminah Ali, Seiichi Ozawa, Tao Ban, Junji Nakazato, Jumpei Shimamura |
| 2016 | UIC | Towards Early Detection of Novel Attack Patterns through the Lens of a Large-Scale Darknet. | Tao Ban, Shaoning Pang, Masashi Eto, Daisuke Inoue, Koji Nakao, Runhe Huang |
| 2015 | ICONIP | Adaptive DDoS-Event Detection from Big Darknet Traffic Data. | Nobuaki Furutani, Jun Kitazono, Seiichi Ozawa, Tao Ban, Junji Nakazato, Jumpei Shimamura |
| 2015 | ICONIP | MonkeyDroid: Detecting Unreasonable Privacy Leakages of Android Applications. | Kai Ma, Mengyang Liu, Shanqing Guo, Tao Ban |
| 2015 | ICONIP | Fine-Grained Risk Level Quantication Schemes Based on APK Metadata. | Takeshi Takahashi, Tao Ban, Takao Mimura, Koji Nakao |
| 2015 | IJCNN | An autonomous online malicious spam email detection system using extended RBF network. | Siti Hajar Aminah Ali, Seiichi Ozawa, Junji Nakazato, Tao Ban, Jumpei Shimamura |
| 2015 | IJCNN | A study on association rule mining of darknet big data. | Tao Ban, Masashi Eto, Shanqing Guo, Daisuke Inoue, Koji Nakao, Runhe Huang |
| 2015 | IJCNN | A federated network online network traffics analysis engine for cybersecurity. | Shaoning Pang, Yiming Peng, Tao Ban, Daisuke Inoue, Abdolhossein Sarrafzadeh |
| 2014 | ICONIP | Detecting Malicious Spam Mails: An Online Machine Learning Approach. | Yuli Dai, Shunsuke Tada, Tao Ban, Junji Nakazato, Jumpei Shimamura, Seiichi Ozawa |
| 2013 | ICONIP | Referential kNN Regression for Financial Time Series Forecasting. | Tao Ban, Ruibin Zhang, Shaoning Pang, Abdolhossein Sarrafzadeh, Daisuke Inoue |
| 2013 | IJCNN | Application of string kernel based support vector machine for malware packer identification. | Tao Ban, Ryoichi Isawa, Shanqing Guo, Daisuke Inoue, Koji Nakao |
| 2013 | IJCNN | Chunk incremental IDR/QR LDA learning. | Yiming Peng, Shaoning Pang, Gang Chen, Abdolhossein Sarrafzadeh, Tao Ban, Daisuke Inoue |
| 2013 | UIC | User Travelling Pattern Prediction via Indistinct Cellular Data Mining. | Jingwei Wang, Neil Y. Yen, Bin Guo, Runhe Huang, Jianhua Ma, Tao Ban, Hong Zhao |
| 2012 | ICICS | A Fine-Grained Classification Approach for the Packed Malicious Code. | Shanqing Guo, Shuangshuang Li, Yan Yu, Anlei Hu, Tao Ban |
| 2012 | ICONIP | Behavior Analysis of Long-term Cyber Attacks in the Darknet. | Tao Ban, Lei Zhu, Jumpei Shimamura, Shaoning Pang, Daisuke Inoue, Koji Nakao |
| 2012 | ICONIP | SDE-Driven Service Provision Control. | Gang Chen, Shaoning Pang, Abdolhossein Sarrafzadeh, Tao Ban, Daisuke Inoue |
| 2012 | ICONIP | Training Minimum Enclosing Balls for Cross Tasks Knowledge Transfer. | Shaoning Pang, Fan Liu, Youki Kadobayashi, Tao Ban, Daisuke Inoue |
| 2012 | ICONIP | TrafficS: A Behavior-Based Network Traffic Classification Benchmark System with Traffic Sampling Functionality. | Xiaoyan Yan, Bo Liang, Tao Ban, Shanqing Guo, Liming Wang |
| 2012 | IJCNN | A study on cost-effective P2P traffic classification. | Tao Ban, Shanqing Guo, Masashi Eto, Daisuke Inoue, Koji Nakao |
| 2011 | ICONIP | Entropy Based Discriminators for P2P Teletraffic Characterization. | Tao Ban, Shanqing Guo, Masashi Eto, Daisuke Inoue, Koji Nakao |
| 2011 | ICONIP | Network Flow Classification Based on the Rhythm of Packets. | Liangxiong Li, Fengyu Wang, Tao Ban, Shanqing Guo, Bin Gong |
| 2011 | IWCMC | Practical network traffic analysis in P2P environment. | Tao Ban, Shanqing Guo, Zonghua Zhang, Ruo Ando, Youki Kadobayashi |
| 2011 | SAC | Mining interlacing manifolds in high dimensional spaces. | Tao Ban, Changshui Zhang, Shigeo Abe, Takeshi Takahashi, Youki Kadobayashi |
| 2010 | ICONIP | A Fast Kernel on Hierarchial Tree Structures and Its Application to Windows Application Behavior Analysis. | Tao Ban, Ruo Ando, Youki Kadobayashi |
| 2010 | ICONIP | A Malware Detection Algorithm Based on Multi-view Fusion. | Shanqing Guo, Qixia Yuan, Fengbo Lin, Fengyu Wang, Tao Ban |
| 2010 | ICONIP | Fast Implementation of String-Kernel-Based Support Vector Classifiers by GPU Computing. | Yongquan Shi, Tao Ban, Shanqing Guo, Qiuliang Xu, Youki Kadobayashi |
| 2010 | IJCNN | Incremental and decremental LDA learning with applications. | Shaoning Pang, Tao Ban, Youki Kadobayashi, Nikola K. Kasabov |
| 2009 | ICANN | Spanning SVM Tree for Personalized Transductive Learning. | Shaoning Pang, Tao Ban, Youki Kadobayashi, Nikola K. Kasabov |
| 2009 | ICONIP | AdaIndex: An Adaptive Index Structure for Fast Similarity Search in Metric Spaces. | Tao Ban, Shanqing Guo, Qiuliang Xu, Youki Kadobayashi |
| 2009 | ICONIP | Hierarchical Core Vector Machines for Network Intrusion Detection. | Ye Chen, Shaoning Pang, Nikola K. Kasabov, Tao Ban, Youki Kadobayashi |
| 2009 | ICONIP | String Kernel Based SVM for Internet Security Implementation. | Zbynek Michlovsk, Shaoning Pang, Nikola K. Kasabov, Tao Ban, Youki Kadobayashi |
| 2009 | IJCNN | Sparse kernel feature analysis using FastMap and its variants. | Tao Ban, Youki Kadobayashi, Shigeo Abe |
| 2008 | ICONIP | Anomaly Intrusion Detection for Evolving Data Stream Based on Semi-supervised Learning. | Yan Yu, Shanqing Guo, Shaohua Lan, Tao Ban |
| 2008 | ICONIP | G-Means: A Clustering Algorithm for Intrusion Detection. | Zhonghua Zhao, Shanqing Guo, Qiuliang Xu, Tao Ban |
| 2007 | ICONIP | Using Genetic Algorithm to Balance the D-Index Algorithm for Metric Search. | Tao Ban |
| 2006 | IJCNN | Implementing Multi-class Classifiers by One-class Classification Methods. | Tao Ban, Shigeo Abe |
| 2005 | IJCNN | SVM ensembles for selecting the relevant feature subsets. | Tao Ban, Shigeo Abe |
| 2004 | IJCNN | Spatially chunking support vector clustering algorithm. | Tao Ban, Shigeo Abe |