Table 2 Comparison of various cybersecurity datasets.

From: An efficient data driven framework for intrusion detection in wireless sensor networks using deep learning

Dataset

Samples

Features

Attack types

Real/synthetic

NSL-KDD

125,973

41

4

Synthetic

CICIDS2017

3,119,345

85

15

Real

UNSW-NB15

2,540,044

49

9

Mixed

CTU-13

12,392,796

16

Botnet-focused

Real

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