IoT Attack Detection on IoTGeM (val) benchmark leaderboard · SOTA2 Research

IoT Attack Detection on IoTGeM (val)

100F1 ScoreDT

Evaluation Results

Method	Links
DT2023.10		100
KNN2023.10		100
LR2023.10		100
MLP2023.10		100
NB2023.10		100
RF2023.10		100
XGB2023.10		100
RF2023.10		100
DT2023.10		100
RF2023.10		100
XGB2023.10		100
SVM2023.10		100
DT2023.10		100
KNN2023.10		100
MLP2023.10		100
DT2023.10		100
LR2023.10		100
RF2023.10		100
XGB2023.10		100
DT2023.10		100
KNN2023.10		100
LR2023.10		100
RF2023.10		100
SVM2023.10		100
XGB2023.10		100
DT2023.10		99.9
DT2023.10		99.9
DT2023.10		99.9
MLP2023.10		99.9
RF2023.10		99.9
XGB2023.10		99.9
LR2023.10		99.9
RF2023.10		99.9
XGB2023.10		99.9
KNN2023.10		99.9
MLP2023.10		99.9
MLP2023.10		99.9
XGB2023.10		99.8
KNN2023.10		99.8
LR2023.10		99.8
XGB2023.10		99.8
KNN2023.10		99.8
LR2023.10		99.8
RF2023.10		99.7
XGB2023.10		99.7
LR2023.10		99.6
RF2023.10		99.6
XGB2023.10		99.6
MLP2023.10		99.5
DT2023.10		99.4
LR2023.10		99.4
DT2023.10		99.4
NB2023.10		99.3
MLP2023.10		98.5
LR2023.10		98.4
KNN2023.10		98.1
KNN2023.10		97.9
RF2023.10		97.5
SVM2023.10		97.3
NB2023.10		97.2
SVM2023.10		94.5
KNN2023.10		94.4
MLP2023.10		93.8
KNN2023.10		92.5
LR2023.10		80.8
SVM2023.10		69.4
NB2023.10		66.9
MLP2023.10		64.2
NB2023.10		63.2
NB2023.10		60.2
NB2023.10		59
NB2023.10		56.2
SVM2023.10		55.7
NB2023.10		49.4
SVM2023.10		49
NB2023.10		49
MLP2023.10		48.5
SVM2023.10		48.5
SVM2023.10		47.2
SVM2023.10		44.7