| Deep neural networks for malicious JavaScript detection using bytecode sequences MF Rozi, S Kim, S Ozawa 2020 International Joint Conference on Neural Networks (IJCNN), 1-8, 2020 | 30 | 2020 |
| Opinion mining on book review using convolutional neural network algorithm long short term memory I Mukhlash, AZ Arham, F Rozi, M Kimura, D Adzkiya Int. J. Mach. Learn. Comput 8 (5), 437-441, 2018 | 13 | 2018 |
| Detecting malicious JavaScript using structure-based analysis of graph representation MF Rozi, T Ban, S Ozawa, A Yamada, T Takahashi, S Kim, D Inoue IEEE Access 11, 102727-102745, 2023 | 12 | 2023 |
| JStrack: Enriching malicious JavaScript detection based on AST graph analysis and attention mechanism MF Rozi, T Ban, S Ozawa, S Kim, T Takahashi, D Inoue International Conference on Neural Information Processing, 669-680, 2021 | 12 | 2021 |
| Securing code with context: Enhancing vulnerability detection through contextualized graph representations MF Rozi, T Ban, S Ozawa, A Yamada, T Takahashi, D Inoue IEEE Access, 2024 | 10 | 2024 |
| Understanding the Influence of AST-JS for Improving Malicious Webpage Detection MF Rozi, S Ozawa, T Ban, S Kim, T Takahashi, D Inoue Applied Sciences 12 (24), 2022 | 8 | 2022 |
| Opinion mining on book review using CNN-L2-SVM algorithm MF Rozi, I Mukhlash, M Kimura Journal of Physics: Conference Series 974 (1), 012004, 2018 | 8 | 2018 |
| Detecting malicious websites based on JavaScript content analysis M Rozi, T Ban, S Kim, S Ozawa, T Takahashi, D Inoue Proceedings of the Computer Security Symposium, 727-732, 2021 | 5 | 2021 |
| Clutch Control: An Attention-based Combinatorial Bandit for Efficient Mutation in JavaScript Engine Fuzzing M Foley, S Maffeis, MF Rozi, T Takahashi arXiv preprint arXiv:2510.12732, 2025 | | 2025 |
| FragmentFool: Fragment-based Adversarial Perturbation for Graph Neural Network-based Vulnerability Detection MF Rozi, T Ban, S Ozawa, H Inoue, T Takahashi, S Dadkhah 2025 22nd Annual International Conference on Privacy, Security, and Trust …, 2025 | | 2025 |
| スマートグラス・センサーデータへの敵対的攻撃手法 小堀颯大， 井上広明， 小澤誠一， MF Rozi， 涛班， 高橋健志 システム制御情報学会 研究発表講演会講演論文集 第 69 回システム制御情報学会研 …, 2025 | | 2025 |
| From Code to Structure: Enhancing Web and Application Security Through Structure-based Code Analysis Using AI Techniques MF Rozi 神戸大学, 2024 | | 2024 |
| Learning to Unfix: Towards ML Robustness in Vulnerability Detection via Structure-Aware Code Generation MF Rozi, T Takahashi 2024 Annual Computer Security Applications Conference Workshops (ACSAC …, 2024 | | 2024 |
| Deep Pyramid Convolutional Neural Networks for Detecting Obfuscated Malicious JavaScript Codes Using Bytecode Sequence Features MF Rozi, K Sangwook, O Seiichi コンピュータセキュリティシンポジウム 2020 論文集, 940-946, 2020 | | 2020 |
| Penggalian Opini Pada Ulasan Buku Menggunakan Algoritma CNN-L2-SVM MF Rozi Institut Teknologi Sepuluh Nopember, 2017 | | 2017 |
