Tao Ban

A Privacy-Preserving Federated Learning System for Android Malware Detection Based on Edge Computing

Ruei‐Hau Hsu, Yicheng Wang, Chun‐I Fan et al. · 2020 · 66 citations

Mobile Security, Privacy Protection, Engineering +15

Machine Learning Framework to Analyze IoT Malware Using ELF and Opcode Features

Chin‐Wei Tien, Shang-Wen Chen, Tao Ban et al. · Digital Threats Research and Practice · 2020 · 56 citations · Full text

Iot Data Analytics, Engineering, Machine Learning +15

Combat Security Alert Fatigue with AI-Assisted Techniques

Tao Ban, Samuel Ndichu, Takeshi Takahashi et al. · 2021 · 50 citations

Artificial Intelligence, Security Visualization, Event Management +15

Threat Alert Prioritization Using Isolation Forest and Stacked Auto Encoder With Day-Forward-Chaining Analysis

Muhamad Erza Aminanto, Tao Ban, Ryoichi Isawa et al. · IEEE Access · 2020 · 47 citations · Full text

Anomaly Detection, Machine Learning, Engineering +23

Large-scale cyber attacks monitoring using Evolving Cauchy Possibilistic Clustering

Igor Škrjanc, Seiichi Ozawa, Tao Ban et al. · Applied Soft Computing · 2017 · 46 citations

Engineering, Data Science, Information Security +8