Concepedia

Zero-day Malware Classification

Zero-Day Malware Classification is an academic research area within cybersecurity that focuses on the development and evaluation of methods, models, or frameworks designed to detect and categorize previously unknown malware samples that exploit vulnerabilities for which no prior signatures or patches exist.

17

Publications

1.1K

Citations

52

Authors

26

Institutions

Publications per year

2017–2026

11

Parents

Publications

17

Zero-day malware detection using transferred generative adversarial networks based on deep autoencoders

Jin Young Kim, Seok-Jun Bu, Sung‐Bae Cho · Information Sciences · 2018 · 261 citations

, , +14

Zero-day malware detection based on supervised learning algorithms of API call signatures

Mamoun Alazab, Sitalakshmi Venkatraman, Paul Watters et al. · FedUni ResearchOnline (Federation University Australia) · 2011 · 188 citations · Full text

, , +13

Malware detection using statistical analysis of byte-level file content

S. Momina Tabish, Muhammad Shafiq, Muddassar Farooq · 2009 · 134 citations

, , +12

IoT Malware Network Traffic Classification using Visual Representation and Deep Learning

Gueltoum Bendiab, Stavros Shiaeles, Abdulrahman Alruban et al. · 2020 · 100 citations · Full text

, , +17

IMAD

Syed Bilal Mehdi, Ajay Kumar Tanwani, Muddassar Farooq · 2009 · 48 citations

, , +11

1–5 of 17

Authors

52

  1. MF
    Muddassar Farooq

    National University of Computer and Emerging Sciences, Pakistan

    2 publications · 182 citations

    2

    h-index

  2. SB
    Seok-Jun Bu

    Yonsei University, South Korea

    1 publications · 261 citations

    1

    h-index

  3. DL
    Dongeun Lee

    Ulsan National Institute of Science and Technology, South Korea

    1 publications · 39 citations

    1

    h-index

  4. MZ
    Mikhail Zolotukhin

    University of Jyväskylä, Finland

    1 publications · 36 citations

    1

    h-index

  5. SC
    Shiping Chen

    Commonwealth Scientific and Industrial Research Organisation, Australia

    1 publications · 40 citations

    1

    h-index

1–5 of 52

Institutions

26

  1. National University of Computer and Emerging Sciences

    Islamabad, Pakistan

    2 h-index

    6 publications

    546 citations

  2. University of Plymouth

    Plymouth, United Kingdom

    1 h-index

    1 publications

    100 citations

  3. University of Colorado Colorado Springs

    Colorado Springs, United States

    1 h-index

    1 publications

    39 citations

  4. Federation University

    Ballarat, Australia

    1 h-index

    3 publications

    564 citations

  5. California State University, Long Beach

    Long Beach, United States

    1 h-index

    3 publications

    120 citations

  6. Taif University

    Ta'if, Saudi Arabia

    1 h-index

    1 publications

    13 citations

  7. California State Polytechnic University

    Pomona, United States

    1 h-index

    1 publications

    40 citations

  8. Punjab Engineering College

    Chandigarh, India

    1 h-index

    2 publications

    88 citations

1–8 of 26

Venues

  1. FedUni ResearchOnline (Federation University Australia)

    Repository · 1 publications · 188 citations

    1

    h-index

  2. Information Sciences

    1 publications · 261 citations

    1

    h-index

  3. IEEE Transactions on Network and Service Management

    TNSM · 1 publications · 39 citations

    1

    h-index

  4. Sensors

    1 publications · 37 citations

    1

    h-index

  5. Security and Communication Networks

    1 publications · 13 citations

    1

    h-index

1–5