Concepedia

Multi-class Malware Classification

Multi-Class Malware Classification is a malware analysis task that involves categorizing malicious software into one of several predefined distinct classes based on shared behavioral, structural, or code-level characteristics, distinguishing it from binary or hierarchical classification approaches by enabling fine-grained discrimination across multiple malware families simultaneously.

19

Publications

842

Citations

82

Authors

37

Institutions

Publications per year

2017–2026

17

Parents

Publications

19

Improving malware detection using big data and ensemble learning

Deepak Gupta, Rinkle Rani · Computers & Electrical Engineering · 2020 · 112 citations

, , +15

Malware class recognition using image processing techniques

Aziz Makandar, Anita Patrot · 2017 · 106 citations

, , +15

Multiclass malware classification via first- and second-order texture statistics

Vinita Verma, Sunil Kumar Muttoo, V. B. Singh · Computers & Security · 2020 · 76 citations · Full text

, , +10

Using Multi-features and Ensemble Learning Method for Imbalanced Malware Classification

Yunan Zhang, Qingjia Huang, Xinjian Ma et al. · 2016 · 73 citations

, , +16

Self-Supervised Vision Transformers for Malware Detection

Sachith Seneviratne, Ridwan Shariffdeen, Sanka Rasnayaka et al. · IEEE Access · 2022 · 67 citations · Full text

, , +16

1–5 of 19

Authors

82

  1. YL
    Yan Luo

    University of Massachusetts Lowell, United States

    1 publications · 52 citations

    1

    h-index

  2. VV
    Vinita Verma

    University of Delhi, India

    1 publications · 76 citations

    1

    h-index

  3. MA
    Mohamad Al Kadri

    American University of Beirut, Lebanon

    1 publications · 17 citations

    1

    h-index

  4. SQ
    Sirajuddin Qureshi

    Beijing University of Technology, China

    1 publications · 25 citations

    1

    h-index

  5. ZQ
    Zisen Qi

    Air Force Engineering University, China

    1 publications · 13 citations

    1

    h-index

1–5 of 82

Institutions

37

  1. Institute of Information Engineering

    Beijing, China

    3 h-index

    13 publications

    301 citations

  2. Chinese Academy of Sciences

    Beijing, China

    2 h-index

    10 publications

    202 citations

  3. Sukkur IBA University

    Sukkur, Pakistan

    2 h-index

    3 publications

    75 citations

  4. Free University of Bozen-Bolzano

    Bolzano, Italy

    1 h-index

    2 publications

    50 citations

  5. Jilian Technology Group (China)

    Shanghai, China

    1 h-index

    1 publications

    13 citations

  6. University of Chinese Academy of Sciences

    Beijing, China

    1 h-index

    4 publications

    52 citations

  7. American University of Beirut

    Beirut, Lebanon

    1 h-index

    2 publications

    34 citations

  8. Thapar Institute of Engineering & Technology

    Patiāla, India

    1 h-index

    2 publications

    224 citations

1–8 of 37

Venues

  1. IEEE Access

    3 publications · 128 citations

    3

    h-index

  2. Computers & Security

    2 publications · 141 citations

    2

    h-index

  3. Applied Sciences

    2 publications · 43 citations

    2

    h-index

  4. 1

    h-index

  5. Procedia Computer Science

    1 publications · 30 citations

    1

    h-index

1–5