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

Table 4

Comparative analysis with previous studies.

Reference	Dataset	Techniques	Accuracy
[38]	IoT-based SH dataset	Logit-boosted algorithms	81%
[39]	IoT network	Logit-boosted algorithms	84%.
[40]	NoIR-based IoT security system dataset	Logit-boosted algorithms	80.67%
Our proposed work	IoT dataset for smart home	Logit-boosted algorithms	85.66%