Concepedia

Graph-based Vulnerability Detection

Graph-Based Vulnerability Detection is a methodological framework within software vulnerability discovery that represents code structures and program behaviors as graphs to enable the systematic identification of security flaws through graph-theoretic analysis and pattern recognition.

98

Publications

5K

Citations

374

Authors

151

Institutions

Publications per year

2017–2026

76

Parents

Publications

98

Smart Contract Vulnerability Detection using Graph Neural Network

Yuan Zhuang, Zhenguang Liu, Peng Qian et al. · 2020 · 376 citations · Full text

, , +16

Devign: Effective Vulnerability Identification by Learning Comprehensive\n Program Semantics via Graph Neural Networks

Yaqin Zhou, Shangqing Liu, Jingkai Siow et al. · arXiv (Cornell University) · 2019 · 362 citations · Full text

, , +17

Combining Graph Neural Networks with Expert Knowledge for Smart Contract Vulnerability Detection

IEEE Transactions on Knowledge and Data Engineering · 2021 · 231 citations · Full text

, , +14

BGNN4VD: Constructing Bidirectional Graph Neural-Network for Vulnerability Detection

Sicong Cao, Xiaobing Sun, Lili Bo et al. · Information and Software Technology · 2021 · 222 citations

, , +13

THREATRACE: Detecting and Tracing Host-Based Threats in Node Level Through Provenance Graph Learning

Su Wang, Zhiliang Wang, Tao Zhou et al. · IEEE Transactions on Information Forensics and Security · 2022 · 184 citations · Full text

, , +15

1–5 of 98

Authors

374

  1. BL
    Bin Li

    Yangzhou University, China

    3 publications · 328 citations

    3

    h-index

  2. SC
    Sicong Cao

    Yangzhou University, China

    3 publications · 350 citations

    3

    h-index

  3. AM
    Alessandro Morari

    Universitat Politècnica de Catalunya, Spain

    3 publications · 94 citations

    3

    h-index

  4. LB
    Lili Bo

    Northwest Normal University, China

    3 publications · 350 citations

    3

    h-index

  5. JL
    Jim Laredo

    IBM (United States), United States

    3 publications · 94 citations

    3

    h-index

1–5 of 374

Institutions

151

  1. Iowa State University

    Ames, United States

    5 h-index

    16 publications

    455 citations

  2. Tsinghua University

    Beijing, China

    5 h-index

    20 publications

    2.2K citations

  3. Singapore Management University

    Singapore, Singapore

    4 h-index

    6 publications

    216 citations

  4. Yangzhou University

    Yangzhou, China

    4 h-index

    19 publications

    2K citations

  5. Nanyang Technological University

    Singapore, Singapore

    4 h-index

    14 publications

    2.8K citations

  6. Zhejiang University

    Hangzhou, China

    3 h-index

    8 publications

    1K citations

  7. Harbin Institute of Technology

    Harbin, China

    3 h-index

    10 publications

    504 citations

  8. National University of Singapore

    Singapore, Singapore

    3 h-index

    3 publications

    730 citations

1–8 of 151

Venues

  1. Computers & Security

    5 publications · 144 citations

    5

    h-index

  2. Journal of Systems and Software

    JSS · 5 publications · 393 citations

    5

    h-index

  3. arXiv (Cornell University)

    Repository · 6 publications · 610 citations

    5

    h-index

  4. IEEE Transactions on Software Engineering

    TSE · 4 publications · 182 citations

    4

    h-index

  5. Information and Software Technology

    4 publications · 294 citations

    4

    h-index

1–5