Concepedia

Malware Feature Extraction

Malware Feature Extraction is a computational method within malware analysis that identifies and isolates distinctive structural, behavioral, or semantic attributes from malicious software to enable subsequent tasks such as classification, triage, or threat intelligence.

627

Publications

30.6K

Citations

1.7K

Authors

598

Institutions

Publications per year

2017–2026

473

Parents

Publications

627

Detection of Malicious Code Variants Based on Deep Learning

Zhihua Cui, Fei Xue, Xingjuan Cai et al. · IEEE Transactions on Industrial Informatics · 2018 · 604 citations

, , +15

A Multimodal Deep Learning Method for Android Malware Detection Using Various Features

TaeGuen Kim, BooJoong Kang, Mina Rho et al. · IEEE Transactions on Information Forensics and Security · 2018 · 506 citations · Full text

, , +15

Deep Android Malware Detection

Niall McLaughlin, Jesús Martínez del Rincón, BooJoong Kang et al. · 2017 · 495 citations · Full text

, , +14

Malware classification with recurrent networks

Razvan Pascanu, Jack W. Stokes, H. Y. Y. Sanossian et al. · 2015 · 421 citations

, , +14

Novel Feature Extraction, Selection and Fusion for Effective Malware Family Classification

Mansour Ahmadi, Dmitry Ulyanov, Stanislav Semenov et al. · 2016 · 350 citations

, , +15

1–5 of 627

Authors

1.7K

  1. MA
    Mamoun Alazab

    Charles Darwin University, Australia

    8 publications · 795 citations

    8

    h-index

  2. PV
    P. Vinod

    Cochin University of Science and Technology, India

    8 publications · 186 citations

    8

    h-index

  3. JW
    Junfeng Wang

    Sichuan University, China

    7 publications · 474 citations

    7

    h-index

  4. MC
    Mauro Conti

    University of Padua, Italy

    6 publications · 340 citations

    6

    h-index

  5. MS
    Mark Stamp

    San Jose State University, United States

    6 publications · 236 citations

    6

    h-index

1–5 of 1.7K

Institutions

598

  1. Sichuan University

    Chengdu, China

    14 h-index

    50 publications

    2.9K citations

  2. Shiraz University

    Shiraz, Iran

    10 h-index

    23 publications

    753 citations

  3. Beijing University of Posts and Telecommunications

    Beijing, China

    10 h-index

    23 publications

    540 citations

  4. Hunan University

    Changsha, China

    9 h-index

    29 publications

    2.2K citations

  5. Deakin University

    Burwood, Australia

    9 h-index

    18 publications

    1.3K citations

  6. Institute of Information Engineering

    Beijing, China

    8 h-index

    29 publications

    1.6K citations

  7. National University of Defense Technology

    Changsha, China

    7 h-index

    13 publications

    1.1K citations

  8. University of Electronic Science and Technology of China

    Chengdu, China

    7 h-index

    17 publications

    490 citations

1–8 of 598

Venues

  1. Computers & Security

    31 publications · 2.2K citations

    27

    h-index

  2. IEEE Access

    30 publications · 1.6K citations

    24

    h-index

  3. arXiv (Cornell University)

    Repository · 17 publications · 649 citations

    16

    h-index

  4. Security and Communication Networks

    13 publications · 456 citations

    13

    h-index

  5. Sensors

    11 publications · 501 citations

    12

    h-index

1–5