Concepedia

Generation-based Fuzzing

Generation-Based Fuzzing is a fuzz testing method that systematically generates test inputs by constructing valid syntactic and semantic instances of a target format or protocol from a predefined model, distinguishing it from mutation-based approaches by emphasizing structure-aware input creation over random alteration of existing samples.

64

Publications

2.8K

Citations

234

Authors

81

Institutions

Publications per year

2017–2026

57

Variants

Generation-based Fuzz Testing

Parents

Publications

64

Skyfire: Data-Driven Seed Generation for Fuzzing

Junjie Wang, Bihuan Chen, Lei Wei et al. · 2017 · 307 citations

, , +17

Large Language Models Are Zero-Shot Fuzzers: Fuzzing Deep-Learning Libraries via Large Language Models

Yinlin Deng, Chunqiu Steven Xia, Haoran Peng et al. · 2023 · 263 citations · Full text

, , +15

Many-core compiler fuzzing

Christopher Lidbury, Andrei Lascu, Nathan Chong et al. · 2015 · 146 citations

, , +17

Random testing for C and C++ compilers with YARPGen

Vsevolod Livinskii, Dmitry Babokin, John Regehr · Proceedings of the ACM on Programming Languages · 2020 · 125 citations · Full text

, , +15

Semantic fuzzing with zest

2019 · 125 citations · Full text

, , +14

1–5 of 64

Authors

234

  1. YJ
    Yu Jiang

    Tsinghua University, China

    5 publications · 201 citations

    7

    h-index

  2. LZ
    Lingming Zhang

    University of Illinois Urbana-Champaign, United States

    4 publications · 208 citations

    4

    h-index

  3. YD
    Yinlin Deng

    University of Illinois Urbana-Champaign, United States

    4 publications · 392 citations

    4

    h-index

  4. KS
    Koushik Sen

    University of California, Berkeley, United States

    3 publications · 53 citations

    3

    h-index

  5. RP
    Rohan Padhye

    University of California, Berkeley, United States

    3 publications · 53 citations

    3

    h-index

1–5 of 234

Institutions

81

  1. Tsinghua University

    Beijing, China

    6 h-index

    20 publications

    1K citations

  2. University of California, Berkeley

    Berkeley, United States

    5 h-index

    11 publications

    607 citations

  3. National University of Defense Technology

    Changsha, China

    4 h-index

    11 publications

    295 citations

  4. University of Illinois Urbana-Champaign

    Urbana, United States

    4 h-index

    9 publications

    1.4K citations

  5. Nanyang Technological University

    Singapore, Singapore

    4 h-index

    12 publications

    1.4K citations

  6. Nanjing University

    Nanjing, China

    3 h-index

    10 publications

    285 citations

  7. Carnegie Mellon University

    Pittsburgh, United States

    3 h-index

    4 publications

    181 citations

  8. Korea Advanced Institute of Science and Technology

    Daejeon, South Korea

    3 h-index

    8 publications

    369 citations

1–8 of 81

Venues

  1. arXiv (Cornell University)

    Repository · 6 publications · 150 citations

    6

    h-index

  2. 4

    h-index

  3. Proceedings of the ACM on Programming Languages

    PACMPL · 3 publications · 188 citations

    4

    h-index

  4. Computers & Security

    2 publications · 37 citations

    3

    h-index

  5. Neurocomputing

    2 publications · 49 citations

    2

    h-index

1–5