Concepedia

Supervised Intrusion Detection

Supervised Intrusion Detection is a machine learning–based intrusion detection approach that belongs to the category of intrusion detection methods and is distinguished by its reliance on labeled training data to classify network or system behavior as normal or malicious.

193

Publications

14.2K

Citations

573

Authors

259

Institutions

Publications per year

2017–2026

142

Parents

Publications

193

The base-rate fallacy and the difficulty of intrusion detection

Stefan Axelsson · ACM Transactions on Information and System Security · 2000 · 607 citations · Full text

, , +12

A Supervised Intrusion Detection System for Smart Home IoT Devices

Eirini Anthi, Lowri Williams, Malgorzata Slowinska et al. · IEEE Internet of Things Journal · 2019 · 581 citations

, , +16

Multi-level hybrid support vector machine and extreme learning machine based on modified K-means for intrusion detection system

Wathiq Laftah Al-Yaseen, Zulaiha Ali Othman, Mohd Zakree Ahmad Nazri · Expert Systems with Applications · 2016 · 451 citations

, , +16

Benchmarking of Machine Learning for Anomaly Based Intrusion Detection Systems in the CICIDS2017 Dataset

Ziadoon Kamil Maseer, Robiah Yusof, Nazrulazhar Bahaman et al. · IEEE Access · 2021 · 433 citations · Full text

, , +16

A Detailed Analysis on NSL-KDD Dataset Using Various Machine Learning Techniques for Intrusion Detection

S. Revathi, A. Malathi · 2013 · 409 citations

, , +14

1–5 of 193

Authors

573

  1. FD
    Filip De Turck

    Ghent University, Belgium

    4 publications · 137 citations

    4

    h-index

  2. LD
    Laurens D’hooge

    Ghent University, Belgium

    4 publications · 137 citations

    4

    h-index

  3. BV
    Bruno Volckaert

    Ghent University, Belgium

    4 publications · 137 citations

    4

    h-index

  4. PB
    Pete Burnap

    Cardiff University, United Kingdom

    4 publications · 726 citations

    4

    h-index

  5. TW
    Tim Wauters

    Ghent University, Belgium

    4 publications · 137 citations

    4

    h-index

1–5 of 573

Institutions

259

  1. King Abdulaziz University

    Jeddah, Saudi Arabia

    5 h-index

    10 publications

    437 citations

  2. Cardiff University

    Cardiff, United Kingdom

    4 h-index

    16 publications

    3.4K citations

  3. Ghent University

    Ghent, Belgium

    4 h-index

    17 publications

    565 citations

  4. Vellore Institute of Technology University

    Vellore, India

    4 h-index

    4 publications

    188 citations

  5. Indian Institute of Science Bangalore

    Bengaluru, India

    3 h-index

    5 publications

    188 citations

  6. Kennesaw State University

    Kennesaw, United States

    3 h-index

    8 publications

    170 citations

  7. Princess Sumaya University for Technology

    Amman, Jordan

    3 h-index

    3 publications

    122 citations

  8. King Saud University

    Riyadh, Saudi Arabia

    3 h-index

    4 publications

    325 citations

1–8 of 259

Venues

  1. Procedia Computer Science

    7 publications · 637 citations

    7

    h-index

  2. IEEE Access

    7 publications · 1K citations

    7

    h-index

  3. Computers & Security

    5 publications · 691 citations

    5

    h-index

  4. Applied Sciences

    4 publications · 269 citations

    4

    h-index

  5. Electronics

    3 publications · 319 citations

    3

    h-index

1–5