Concepedia

Behavior-based Malware Classification

Behavior-Based Malware Classification is a malware classification approach that identifies and categorizes malicious software based on observed runtime behaviors and dynamic execution patterns rather than static code or syntactic features.

79

Publications

5.1K

Citations

262

Authors

118

Institutions

Publications per year

2017–2026

33

Parents

Publications

79

Automatic analysis of malware behavior using machine learning

Konrad Rieck, Philipp Trinius, Carsten Willems et al. · Journal of Computer Security · 2011 · 727 citations

, , +13

MADAM: Effective and Efficient Behavior-based Android Malware Detection and Prevention

Andrea Saracino, Daniele Sgandurra, Gianluca Dini et al. · IEEE Transactions on Dependable and Secure Computing · 2016 · 431 citations · Full text

, , +13

A state-of-the-art survey of malware detection approaches using data mining techniques

Alireza Souri, Rahil Hosseini · Human-centric Computing and Information Sciences · 2018 · 377 citations · Full text

, , +13

AMAL: High-fidelity, behavior-based automated malware analysis and classification

Aziz Mohaisen, Omar Alrawi, Manar Mohaisen · Computers & Security · 2015 · 219 citations

, , +12

Fast malware classification by automated behavioral graph matching

Younghee Park, Douglas S. Reeves, Vikram Mulukutla et al. · 2010 · 173 citations

, , +13

1–5 of 79

Authors

262

  1. YS
    Yi Sun

    Beijing University of Posts and Telecommunications, China

    3 publications · 146 citations

    3

    h-index

  2. FX
    Fei Xiao

    Beijing University of Posts and Telecommunications, China

    3 publications · 146 citations

    3

    h-index

  3. AG
    André Grégio

    Universidade Federal do Paraná, Brazil

    3 publications · 82 citations

    3

    h-index

  4. OD
    Olivier Decourbe

    Centre Inria de l'Université de Rennes, France

    2 publications · 61 citations

    2

    h-index

  5. JX
    Jingfeng Xue

    Beijing Institute of Technology, China

    2 publications · 163 citations

    2

    h-index

1–5 of 262

Institutions

118

  1. Beijing University of Posts and Telecommunications

    Beijing, China

    3 h-index

    9 publications

    494 citations

  2. Universidade Estadual de Campinas (UNICAMP)

    Campinas, Brazil

    3 h-index

    10 publications

    335 citations

  3. Beijing Institute of Technology

    Beijing, China

    3 h-index

    12 publications

    789 citations

  4. TU Wien

    Vienna, Austria

    2 h-index

    4 publications

    868 citations

  5. Space Engineering University

    Beijing, China

    2 h-index

    2 publications

    163 citations

  6. Istanbul Şehir University

    Istanbul, Turkey

    2 h-index

    3 publications

    216 citations

  7. University of Applied Sciences St Pölten

    St. Pölten, Austria

    2 h-index

    8 publications

    256 citations

  8. University of Mannheim

    Mannheim, Germany

    2 h-index

    7 publications

    2.6K citations

1–8 of 118

Venues

  1. Computers & Security

    5 publications · 343 citations

    5

    h-index

  2. Journal of Network and Computer Applications

    JNCA · 2 publications · 219 citations

    2

    h-index

  3. Security and Communication Networks

    2 publications · 32 citations

    2

    h-index

  4. IEEE Transactions on Dependable and Secure Computing

    TDSC · 2 publications · 449 citations

    2

    h-index

  5. Future Generation Computer Systems

    FGCS · 2 publications · 132 citations

    2

    h-index

1–5