Concepedia

Sequence-based Malware Classification

Sequence-Based Malware Classification is a malware classification approach that distinguishes itself by analyzing sequential representations of code or behavior—such as instruction sequences, system call traces, or opcode streams—using pattern recognition or machine learning techniques to identify malicious characteristics based on order, structure, and temporal dependencies.

37

Publications

2.2K

Citations

129

Authors

51

Institutions

Publications per year

2017–2026

23

Parents

Publications

37

Opcode sequences as representation of executables for data-mining-based unknown malware detection

Igor Santos, Félix Brezo, Xabier Ugarte-Pedrero et al. · Information Sciences · 2011 · 433 citations

, , +14

A dynamic Windows malware detection and prediction method based on contextual understanding of API call sequence

Eslam Amer, Ivan Zelinka · Computers & Security · 2020 · 201 citations

, , +15

Deep learning at the shallow end: Malware classification for non-domain experts

Quan Le, Oisín Boydell, Brian Mac Namee et al. · Digital Investigation · 2018 · 191 citations · Full text

, , +15

An investigation of byte n-gram features for malware classification

Edward Raff, Richard Zak, Russell Cox et al. · Journal of Computer Virology and Hacking Techniques · 2016 · 161 citations

, , +14

Malicious sequential pattern mining for automatic malware detection

Yujie Fan, Yanfang Ye, Lifei Chen · Expert Systems with Applications · 2016 · 157 citations

, , +14

1–5 of 37

Authors

129

  1. LR
    Lior Rokach

    Ben-Gurion University of the Negev, Israel

    2 publications · 45 citations

    2

    h-index

  2. EG
    Eul Gyu Im

    Hanyang University, South Korea

    2 publications · 48 citations

    2

    h-index

  3. TM
    Tyler Moore

    University of Tulsa, United States

    2 publications · 128 citations

    2

    h-index

  4. JD
    Jake Drew

    Southern Methodist University, United States

    2 publications · 128 citations

    2

    h-index

  5. YE
    Yuval Elovici

    Ben-Gurion University of the Negev, Israel

    2 publications · 45 citations

    2

    h-index

1–5 of 129

Institutions

51

  1. Southern Methodist University

    Dallas, United States

    2 h-index

    4 publications

    256 citations

  2. University of Tulsa

    Tulsa, United States

    2 h-index

    2 publications

    128 citations

  3. Institute of Information Engineering

    Beijing, China

    2 h-index

    8 publications

    187 citations

  4. Chinese Academy of Sciences

    Beijing, China

    2 h-index

    7 publications

    148 citations

  5. Physical Sciences (United States)

    Andover, United States

    1 h-index

    6 publications

    966 citations

  6. The University of Sydney

    Sydney, Australia

    1 h-index

    2 publications

    60 citations

  7. Vellore Institute of Technology University

    Vellore, India

    1 h-index

    1 publications

    61 citations

  8. RMIT University

    Melbourne, Australia

    1 h-index

    2 publications

    60 citations

1–8 of 51

Venues

  1. Computers & Security

    3 publications · 251 citations

    3

    h-index

  2. arXiv (Cornell University)

    Repository · 3 publications · 68 citations

    3

    h-index

  3. Journal in Computer Virology

    2 publications · 144 citations

    2

    h-index

  4. Journal of Information Security and Applications

    JISA · 1 publications · 27 citations

    1

    h-index

  5. 1

    h-index

1–5