Concepedia

Bot Detection Benchmarking

Bot Detection Benchmarking is a standardized evaluation framework used in computational social science and cybersecurity to systematically assess and compare the performance of bot detection methods across diverse datasets, metrics, and experimental conditions.

19

Publications

1.8K

Citations

66

Authors

20

Institutions

Publications per year

2017–2026

17

Parents

Publications

19

An empirical comparison of botnet detection methods

Sebastián García, Martin Grill, Jan Stiborek et al. · Computers & Security · 2014 · 917 citations · Full text

, , +10

TwiBot-20: A Comprehensive Twitter Bot Detection Benchmark

Shangbin Feng, Herun Wan, Ningnan Wang et al. · 2021 · 179 citations · Full text

, , +12

BotRGCN

Shangbin Feng, Herun Wan, Ningnan Wang et al. · 2021 · 131 citations

, , +15

Heterogeneity-Aware Twitter Bot Detection with Relational Graph Transformers

Shangbin Feng, Zhaoxuan Tan, Rui Li et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2022 · 103 citations · Full text

, , +14

A novel hybrid feature selection and ensemble-based machine learning approach for botnet detection

Md. Alamgir Hossain, Md. Saiful Islam · Scientific Reports · 2023 · 74 citations · Full text

, , +15

1–5 of 19

Authors

66

  1. SF
    Shangbin Feng

    Xi'an Jiaotong University, China

    6 publications · 488 citations

    6

    h-index

  2. ML
    Minnan Luo

    Xi'an Jiaotong University, China

    6 publications · 488 citations

    6

    h-index

  3. HW
    Herun Wan

    Xi'an Jiaotong University, China

    4 publications · 374 citations

    4

    h-index

  4. NW
    Ningnan Wang

    Xi'an Jiaotong University, China

    3 publications · 327 citations

    3

    h-index

  5. ZT
    Zhaoxuan Tan

    Xi'an Jiaotong University, China

    3 publications · 161 citations

    3

    h-index

1–5 of 66

Institutions

20

  1. Xi'an Jiaotong University

    Xi'an, China

    3 h-index

    12 publications

    1.7K citations

  2. Universidad Autónoma de Madrid

    Madrid, Spain

    2 h-index

    9 publications

    371 citations

  3. William & Mary

    Williamsburg, United States

    1 h-index

    3 publications

    54 citations

  4. George Mason University

    Fairfax, United States

    1 h-index

    2 publications

    36 citations

  5. R.V. College of Engineering

    Bengaluru, India

    1 h-index

    1 publications

    51 citations

  6. Czech Technical University in Prague

    Prague, Czechia

    1 h-index

    3 publications

    2.8K citations

  7. Bangladesh University of Engineering and Technology

    Dhaka, Bangladesh

    1 h-index

    2 publications

    148 citations

  8. Cochin University of Science and Technology

    Ernakulam, India

    1 h-index

    1 publications

    51 citations

1–8 of 20

Venues

  1. arXiv (Cornell University)

    Repository · 3 publications · 75 citations

    3

    h-index

  2. Computers & Security

    1 publications · 917 citations

    1

    h-index

  3. JUCS - Journal of Universal Computer Science

    1 publications · 10 citations

    1

    h-index

  4. Biblos-e Archivo (Universidad Autónoma de Madrid)

    Repository · 1 publications · 43 citations

    1

    h-index

  5. Scientific Reports

    1 publications · 74 citations

    1

    h-index

1–5