Research Article

IOTA-Based Mobile Crowd Sensing: Detection of Fake Sensing Using Logit-Boosted Machine Learning Algorithms

Table 4

Comparative analysis with previous studies.

ReferenceDatasetTechniquesAccuracy

[38]IoT-based SH datasetLogit-boosted algorithms81%
[39]IoT networkLogit-boosted algorithms84%.
[40]NoIR-based IoT security system datasetLogit-boosted algorithms80.67%
Our proposed workIoT dataset for smart homeLogit-boosted algorithms85.66%