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Table 4 CICIDS2018: Computing environment

From: A survey and analysis of intrusion detection models based on CSE-CIC-IDS2018 Big Data

Authors

Computing environment

Atefinia and Ahmadi [14]

Python, Scikit-learn

Basnet et al. [15]

fast.ai, GPU, Python

Catillo et al. [16]

Keras, Python, Tensorflow

Chadza et al. [17]

MATLAB 2019a, Snort IDS

Chastikova and Sotnikov [18]

n/a

D’hooge et al. [19]

Python, Scikit-learn, XGBoost

Ferrag et al. [20]

Google Colab, GPU, Python,Tensorflow

Filho et al. [21]

Python, Scikit-learn

Gamage and Samarabandu [23]

GPU (on some PCs)

Fitni and Ramli [22]

Python, Scikit-learn

Hua [24]

Scikit-learn, Tensorflow

Huancayo Ramos et al. [25]

Python, Scikit-learn

Kanimozhi and Jacob [26]

Python, Scikit-learn

Kanimozhi and Jacob [27]

Python, Scikit-learn

Karatas et al. [28]

GPU, Keras, Python, Scikit-learn, Tensorflow

Kim et al. [29]

Python, Tensorflow

Li et al. [30]

Python

Lin et al. [31]

Tensorflow

Zhao et al. [32]

Python, Tensorflow