Table 3 Dataset suitability matrix for WSN constraints.

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

Dataset

Latency sensitivity

Energy cost

Memory footprint

WSN suitability

NSL-KDD

Low

Low

Low

High (for prototyping)

CICIDS2017

Medium

High

High

Low (requires offloading)

UNSW-NB15

Medium

Medium

Medium

Moderate (balanced)

CTU-13

Low

Medium

High

Low (botnet-specific use)