Concepedia

Automated Malware Analysis

Automated Malware Analysis is a systematic computational methodology that distinguishes itself by enabling the dynamic and static examination of malicious software with minimal human intervention to identify, characterize, and classify malware behaviors and attributes.

353

Publications

25K

Citations

1K

Authors

410

Institutions

Publications per year

2017–2026

157

Parents

Publications

353

Drebin: Effective and Explainable Detection of Android Malware in Your Pocket

Daniel J. Arp, Michael Spreitzenbarth, Hugo Gascón et al. · 2014 · 2.3K citations

, , +13

Data mining methods for detection of new malicious executables

Matthew G. Schultz, Eleazar Eskin, F. Zadok et al. · 2002 · 1.1K citations · Full text

, , +10

Toward Automated Dynamic Malware Analysis Using CWSandbox

Carsten Willems, Thorsten Holz, Felix Freiling · IEEE Security & Privacy · 2007 · 734 citations

, , +9

Automatic analysis of malware behavior using machine learning

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

, , +13

Scalable, behavior-based malware clustering

Ulrich Bayer · 2009 · 571 citations

, , +15

1–5 of 353

Authors

1K

  1. CK
    Christopher Kruegel

    University of California, Santa Barbara, United States

    11 publications · 1.5K citations

    11

    h-index

  2. SJ
    Somesh Jha

    University of Wisconsin–Madison, United States

    6 publications · 707 citations

    6

    h-index

  3. TH
    Thorsten Holz

    Ruhr University Bochum, Germany

    6 publications · 1.7K citations

    6

    h-index

  4. HY
    Heng Yin

    Syracuse University, United States

    5 publications · 760 citations

    5

    h-index

  5. AL
    Arun Lakhotia

    University of Louisiana at Lafayette, United States

    5 publications · 121 citations

    5

    h-index

1–5 of 1K

Institutions

410

  1. University of California, Santa Barbara

    Santa Barbara, United States

    12 h-index

    22 publications

    2K citations

  2. Georgia Institute of Technology

    Atlanta, United States

    9 h-index

    23 publications

    3.1K citations

  3. Ben-Gurion University of the Negev

    Beersheba, Israel

    7 h-index

    24 publications

    1.3K citations

  4. EURECOM

    Valbonne, France

    7 h-index

    9 publications

    728 citations

  5. University of Wisconsin–Madison

    Madison, United States

    7 h-index

    16 publications

    1.5K citations

  6. North Carolina State University

    Raleigh, United States

    5 h-index

    13 publications

    1K citations

  7. TU Wien

    Vienna, Austria

    5 h-index

    12 publications

    2.3K citations

  8. Fraunhofer Institute for Communication, Information Processing and Ergonomics

    Wachtberg, Germany

    5 h-index

    9 publications

    355 citations

1–8 of 410

Venues

  1. Computers & Security

    15 publications · 1.4K citations

    15

    h-index

  2. arXiv (Cornell University)

    Repository · 16 publications · 969 citations

    13

    h-index

  3. 6

    h-index

  4. Journal in Computer Virology

    6 publications · 340 citations

    6

    h-index

  5. 5

    h-index

1–5