| A machine learning approach to detection of JavaScript-based attacks using AST features and paragraph vectors S Ndichu, S Kim, S Ozawa, T Misu, K Makishima Applied Soft Computing 84, 105721, 2019 | 79 | 2019 |
| Combat security alert fatigue with AI-assisted techniques T Ban, N Samuel, T Takahashi, D Inoue Cyber Security Experimentation and Test Workshop, 9-16, 2021 | 57 | 2021 |
| Deobfuscation, unpacking, and decoding of obfuscated malicious JavaScript for machine learning models detection performance improvement S Ndichu, S Kim, S Ozawa CAAI Transactions on Intelligence Technology 5 (3), 184-192, 2020 | 49 | 2020 |
| Breaking Alert Fatigue: AI-Assisted SIEM Framework for Effective Incident Response T Ban, T Takahashi, S Ndichu, D Inoue Applied Sciences 13 (11), 6610, 2023 | 37 | 2023 |
| A machine learning approach to malicious JavaScript detection using fixed length vector representation S Ndichu, S Ozawa, T Misu, K Okada 2018 International Joint Conference on Neural Networks (IJCNN), 1-8, 2018 | 37 | 2018 |
| A remote access security model based on vulnerability management S Ndichu, S McOyowo, H Okoyo, C Wekesa Modern Education & Computer science Press, 2020 | 28 | 2020 |
| A Machine Learning Approach to Detection of Critical Alerts from Imbalanced Multi-Appliance Threat Alert Logs S Ndichu, T Ban, T Takahashi, D Inoue 2021 IEEE International Conference on Big Data (Big Data), 2119-2127, 2021 | 20 | 2021 |
| AI-Assisted Security Alert Data Analysis with Imbalanced Learning Methods S Ndichu, T Ban, T Takahashi, D Inoue Applied Sciences 13 (3), 1977, 2023 | 13 | 2023 |
| Deobfuscation, unpack-465 ing, and decoding of obfuscated malicious JavaScript for 466 machine learning models detection performance improve-467 ment [J] S Ndichu, S Kim, S Ozawa CAAI Transactions on Intelligence Technology 468 (5), 3, 2020 | 13* | 2020 |
| A domains approach to remote access logical vulnerabilities classification S Ndichu, S McOyowo, H Okoyo, C Wekesa International Journal of Computer Network and Information Security 10 (11), 36, 2019 | 9 | 2019 |
| Security-Alert Screening with Oversampling Based on Conditional Generative Adversarial Networks S Ndichu, T Ban, T Takahashi, D Inoue 2022 17th Asia Joint Conference on Information Security (AsiaJCIS), 1-7, 2022 | 8 | 2022 |
| Detecting Web-Based Attacks with SHAP and Tree Ensemble Machine Learning Methods S Ndichu, S Kim, S Ozawa, T Ban, T Takahashi, D Inoue Applied Sciences 12 (1), 60, 2021 | 7 | 2021 |
| Critical-Threat-Alert Detection using Online Machine Learning S Ndichu, T Ban, T Takahashi, D Inoue 2022 IEEE International Conference on Big Data (Big Data), 3007-3014, 2022 | 5 | 2022 |
| A Review of Security Vulnerabilities, Controls and Models in Networked Environments S Ndichu, S McOyowo, C Wekesa International Journal of Latest Research in Engineering and Technology …, 2016 | 3 | 2016 |
| Detecting Remote Access Network Attacks Using Supervised Machine Learning Methods S Ndichu, S McOyowo, H Okoyo, C Wekesa International Journal of Computer Network and Information Security 11 (2), 48, 2023 | 2 | 2023 |
| S. Ndichu, S. Ozawa, T. Misu, K. Okada O Ndichu A machine learning approach to malicious JavaScript detection using fixed …, 2018 | 2 | 2018 |
| Machine Learning–Based Security Alert Screening with Focal Loss S Ndichu, T Ban, T Takahashi, D Inoue 2023 IEEE International Conference on Big Data (BigData), 3043-3052, 2023 | 1 | 2023 |
| Web Based Integrated Evaluation Framework for Information Security Preparedness in Law Enforcement Agencies S Ndichu, P Ogao International Journal of Computer Science and Information Security (IJCSIS …, 2016 | 1 | 2016 |
| CIA-EBE: Class Imbalance-Aware Event-Based Embedding for SOC Log Screening S Ndichu, T Ban, T Takahashi, T Kasama 2024 IEEE International Conference on Big Data (BigData), 2653-2662, 2024 | | 2024 |
| Adversarial Evaluation of AI-Based Security Alert Screening Systems S Ndichu, T Ban, T Takahashi, A Yamada, S Ozawa, D Inoue 2024 IEEE Cyber Science and Technology Congress (CyberSciTech), 115-124, 2024 | | 2024 |
Takeshi TakahashiNational Institute of Information and Communications TechnologyVerified email at nict.go.jp