Muhammad Fakhrur Rozi

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 3

Top Topics

Attention Mechanism

Sequential Patterns

Detecting Malicious

Graph Representations

Top Venues

Publications

Muhammad Fakhrur Rozi, Tao Ban, Seiichi Ozawa, Akira Yamada, Takeshi Takahashi, Sangwook Kim, Daisuke Inoue
Detecting Malicious JavaScript Using Structure-Based Analysis of Graph Representation. IEEE Access 11 (2023)
Muhammad Fakhrur Rozi, Tao Ban, Seiichi Ozawa, Sangwook Kim, Takeshi Takahashi, Daisuke Inoue
JStrack: Enriching Malicious JavaScript Detection Based on AST Graph Analysis and Attention Mechanism. ICONIP (2) (2021)
Muhammad Fakhrur Rozi, Sangwook Kim, Seiichi Ozawa
Deep Neural Networks for Malicious JavaScript Detection Using Bytecode Sequences. IJCNN (2020)