Concepedia

Dynamic Malware Classification

Dynamic Malware Classification is a malware classification approach that analyzes the runtime behavior of executable code in controlled execution environments to distinguish malicious software based on observed dynamic characteristics rather than static structural features.

62

Publications

3.4K

Citations

209

Authors

75

Institutions

Publications per year

2017–2026

40

Variants

Behavioral Malware Classification

Parents

Publications

62

DroidCat: Effective Android Malware Detection and Categorization via App-Level Profiling

Haipeng Cai, Na Meng, Barbara G. Ryder · IEEE Transactions on Information Forensics and Security · 2018 · 283 citations

, , +17

Dynamic Android Malware Category Classification using Semi-Supervised Deep Learning

Samaneh Mahdavifar, Andi Fitriah Abdul Kadir, Rasool Fatemi et al. · 2020 · 273 citations

, , +17

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

Applying machine learning classifiers to dynamic Android malware detection at scale

Brandon Amos, Hamilton Turner, Jules White · 2013 · 180 citations

, , +15

Automatic malware classification and new malware detection using machine learning

Liu Liu, Baosheng Wang, Bo Yu et al. · Frontiers of Information Technology & Electronic Engineering · 2017 · 176 citations

, , +15

1–5 of 62

Authors

209

  1. EG
    Eul Gyu Im

    Hanyang University, South Korea

    3 publications · 109 citations

    3

    h-index

  2. GS
    Guowei Shen

    Guizhou University, China

    2 publications · 119 citations

    2

    h-index

  3. EL
    Emil Lupu

    Imperial College London, United Kingdom

    2 publications · 302 citations

    2

    h-index

  4. BK
    BooJoong Kang

    Queen's University Belfast, United Kingdom

    2 publications · 93 citations

    2

    h-index

  5. MF
    Muddassar Farooq

    National University of Computer and Emerging Sciences, Pakistan

    2 publications · 92 citations

    2

    h-index

1–5 of 209

Institutions

75

  1. Hanyang University

    Seoul, South Korea

    3 h-index

    8 publications

    310 citations

  2. Virginia Tech

    Blacksburg, United States

    2 h-index

    6 publications

    1.4K citations

  3. University of Delaware

    Newark, United States

    2 h-index

    6 publications

    186 citations

  4. Guizhou University

    Guiyang, China

    2 h-index

    9 publications

    539 citations

  5. Queen's University Belfast

    Belfast, United Kingdom

    2 h-index

    6 publications

    150 citations

  6. Washington State University

    Pullman, United States

    2 h-index

    3 publications

    387 citations

  7. National University of Computer and Emerging Sciences

    Islamabad, Pakistan

    2 h-index

    6 publications

    276 citations

  8. University of Plymouth

    Plymouth, United Kingdom

    2 h-index

    8 publications

    104 citations

1–8 of 75

Venues

  1. Computers & Security

    5 publications · 348 citations

    5

    h-index

  2. arXiv (Cornell University)

    Repository · 5 publications · 359 citations

    5

    h-index

  3. Applied Soft Computing

    2 publications · 87 citations

    2

    h-index

  4. 2

    h-index

  5. Journal of Information Security and Applications

    JISA · 2 publications · 131 citations

    2

    h-index

1–5