Concepedia

Multi-label Malware Classification

Multi-Label Malware Classification is a malware classification paradigm that, as a singular academic concept, extends traditional single-label classification by allowing a given malware sample to be assigned multiple distinct class labels simultaneously, reflecting its membership in more than one malware category or family according to specific analytical criteria.

6

Publications

126

Citations

25

Authors

9

Institutions

Publications per year

2017–2026

6

Parents

Publications

6

Imbalanced Malware Family Classification Using Multimodal Fusion and Weight Self-Learning

Shudong Li, Xiaobo Wu, Sattam Al Otaibi et al. · IEEE Transactions on Intelligent Transportation Systems · 2022 · 34 citations

, , +13

A Large-scale Empirical Analysis of Ransomware Activities in Bitcoin

Kai Wang, Jun Pang, Ding-Jie Chen et al. · ACM Transactions on the Web · 2021 · 31 citations · Full text

, , +16

Deep Learning based Side-Channel Attack: a New Profiling Methodology based on Multi-Label Classification.

Houssem Maghrebi · IACR Cryptology ePrint Archive · 2020 · 17 citations

, , +16

Multi-labeling of complex, multi-behavioral malware samples

Pedro García‐Teodoro, J.A. Gómez-Hernández, Alberto Abellán-Galera · Computers & Security · 2022 · 17 citations · Full text

, , +13

PowerDP: De-Obfuscating and Profiling Malicious PowerShell Commands With Multi-Label Classifiers

Meng-Han Tsai, Chia-Ching Lin, Zheng-Gang He et al. · IEEE Access · 2022 · 15 citations · Full text

, , +17

1–5 of 6

Authors

25

  1. XW
    Xiaobo Wu

    Guangzhou University, China

    1 publications · 34 citations

    1

    h-index

  2. QQ
    Qijing Qiao

    UNSW Sydney, Australia

    1 publications · 12 citations

    1

    h-index

  3. ZH
    Zheng-Gang He

    Institute for Information Industry, Taiwan

    1 publications · 15 citations

    1

    h-index

  4. DC
    Ding-Jie Chen

    National Tsing Hua University, Taiwan

    1 publications · 31 citations

    1

    h-index

  5. SL
    Shudong Li

    Guangzhou University, China

    1 publications · 34 citations

    1

    h-index

1–5 of 25

Institutions

9

  1. Fudan University

    Shanghai, China

    1 h-index

    6 publications

    186 citations

  2. Institute for Information Industry

    Taipei, Taiwan

    1 h-index

    2 publications

    30 citations

  3. Guangzhou University

    Guangzhou, China

    1 h-index

    4 publications

    136 citations

  4. University of Luxembourg

    Luxembourg, Luxembourg

    1 h-index

    1 publications

    31 citations

  5. Tianjin University

    Tianjin, China

    1 h-index

    4 publications

    48 citations

  6. Universidad de Granada

    Granada, Spain

    1 h-index

    3 publications

    51 citations

  7. Taif University

    Ta'if, Saudi Arabia

    1 h-index

    1 publications

    34 citations

  8. National Taiwan University

    Taipei, Taiwan

    1 h-index

    5 publications

    75 citations

1–8 of 9

Venues

  1. IACR Cryptology ePrint Archive

    Repository · 1 publications · 17 citations

    1

    h-index

  2. 1

    h-index

  3. Computers & Security

    1 publications · 17 citations

    1

    h-index

  4. IEEE Access

    1 publications · 15 citations

    1

    h-index

  5. ACM Transactions on the Web

    TWEB · 1 publications · 31 citations

    1

    h-index

1–5