publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2025

  1. Elsevier
    Machine learning-based detection method for malicious PDF files: A temporal classification approach
    Doo-Seop Choi, Taeguen Kim, BooJoong Kang, and 1 more author
    Applied Soft Computing, 2025
    DOI
    966 Google Scholar citations
  2. MDPI
    Image-Based Malicious Network Traffic Detection Framework: Data-Centric Approach.
    Doo-Seop Choi, Taeguen Kim, Boojoong Kang, and 1 more author
    Applied Sciences (2076-3417), 2025
    DOI
    0 Google Scholar citations
  3. KIPS
    Windows Malware Family Dataset Construction and Classification
    Kim Tae Young, Doo-Seop Choi, and Eul Gyu Im
    The Transactions of the Korea Information Processing Society, 2025
  4. KIPS
    A Comparative Study of Feature Importance Algorithms and Feature Selection for Static Feature-Based Ransomware Detection
    Jeon Hye Min, Doo-Seop Choi, and Eul Gyu Im
    The Transactions of the Korea Information Processing Society, 2025
  5. KINGPC
    Design of a Cloud-based Integrated Security Software Framework for Android Automotive OS Vehicles
    Doo-Seop Choi and Eul Gyu Im
    The Journal of Korean Institute of Next Generation Computing, 2025