Concepedia

Binary Malware Classification

Binary Malware Classification is a malware classification approach that specifically involves the analysis and categorization of executable binary files without reliance on source code, distinguishing it from other methods by its exclusive dependence on compiled program representations for detecting and differentiating malicious software.

122

Publications

7.5K

Citations

375

Authors

157

Institutions

Publications per year

2017–2026

85

Parents

Publications

122

Malware images

Lakshmanan Nataraj, S. Karthikeyan, Grégoire Jacob et al. · 2011 · 1.2K citations

, , +15

Large-scale malware classification using random projections and neural networks

George E. Dahl, Jack W. Stokes, Li Deng et al. · 2013 · 452 citations

, , +16

Microsoft Malware Classification Challenge

Royi Ronen, Marian Radu, Corina Feuerstein et al. · arXiv (Cornell University) · 2018 · 289 citations · Full text

, , +8

Integrated Static and Dynamic Analysis for Malware Detection

P.V. Shijo, Agus Salim · Procedia Computer Science · 2015 · 247 citations · Full text

, , +14

A comparative assessment of malware classification using binary texture analysis and dynamic analysis

Lakshmanan Nataraj, Vinod Yegneswaran, Phillip Porras et al. · 2011 · 239 citations

, , +16

1–5 of 122

Authors

375

  1. LN
    Lakshmanan Nataraj

    University of California, Santa Barbara, United States

    4 publications · 1.5K citations

    4

    h-index

  2. JW
    Jack W. Stokes

    Microsoft (United States), United States

    3 publications · 501 citations

    3

    h-index

  3. MF
    Muddassar Farooq

    National University of Computer and Emerging Sciences, Pakistan

    3 publications · 201 citations

    3

    h-index

  4. BM
    B.S. Manjunath

    University of California, Santa Barbara, United States

    3 publications · 1.3K citations

    3

    h-index

  5. EG
    Eul Gyu Im

    Hanyang University, South Korea

    3 publications · 143 citations

    3

    h-index

1–5 of 375

Institutions

157

  1. University of California, Santa Barbara

    Santa Barbara, United States

    4 h-index

    13 publications

    5.3K citations

  2. Hanyang University

    Seoul, South Korea

    3 h-index

    10 publications

    463 citations

  3. National University of Computer and Emerging Sciences

    Islamabad, Pakistan

    3 h-index

    8 publications

    546 citations

  4. Sichuan University

    Chengdu, China

    3 h-index

    9 publications

    650 citations

  5. University of Electronic Science and Technology of China

    Chengdu, China

    2 h-index

    5 publications

    138 citations

  6. Dankook University

    Jukjeon-dong, South Korea

    2 h-index

    4 publications

    166 citations

  7. University College London

    London, United Kingdom

    2 h-index

    5 publications

    55 citations

  8. Technological University Dublin

    Dublin, Ireland

    2 h-index

    3 publications

    70 citations

1–8 of 157

Venues

  1. arXiv (Cornell University)

    Repository · 14 publications · 836 citations

    13

    h-index

  2. IEEE Access

    9 publications · 392 citations

    9

    h-index

  3. Journal of Information Security and Applications

    JISA · 5 publications · 275 citations

    5

    h-index

  4. Digital Investigation

    3 publications · 176 citations

    3

    h-index

  5. Computers & Security

    3 publications · 223 citations

    3

    h-index

1–5