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IoT Attack Detection on IoTGeM Cross-Dataset (test)

100F1 Score

DT

Updated 1mo ago

Evaluation Results

Method	Links
DT 2023.10		100
RF 2023.10		100
XGB 2023.10		100
RF 2023.10		100
XGB 2023.10		100
LR 2023.10		99.8
NB 2023.10		99.8
KNN 2023.10		99.7
LR 2023.10		99.7
MLP 2023.10		99.7
MLP 2023.10		99.5
KNN 2023.10		99.3
RF 2023.10		98.9
XGB 2023.10		98.9
LR 2023.10		98.6
RF 2023.10		98.5
LR 2023.10		98.1
NB 2023.10		97.1
XGB 2023.10		94.5
NB 2023.10		94.1
DT 2023.10		93
DT 2023.10		91.2
XGB 2023.10		91.2
DT 2023.10		89.6
DT 2023.10		88.9
RF 2023.10		86.2
NB 2023.10		83.3
MLP 2023.10		81.2
XGB 2023.10		81.1
DT 2023.10		79.5
MLP 2023.10		78.1
KNN 2023.10		75.6
NB 2023.10		73.8
NB 2023.10		72.6
LR 2023.10		69.1
RF 2023.10		68.4
LR 2023.10		63.9
RF 2023.10		61.8
SVM 2023.10		58.7
LR 2023.10		56.7
SVM 2023.10		55.6
XGB 2023.10		55.1
DT 2023.10		54.2
KNN 2023.10		52
SVM 2023.10		49.5
MLP 2023.10		48.6
SVM 2023.10		46.1
KNN 2023.10		45.7
DT 2023.10		45.4
NB 2023.10		45.3
LR 2023.10		40.2
MLP 2023.10		38.8
RF 2023.10		37.7
MLP 2023.10		37.3
DT 2023.10		35.9
NB 2023.10		35.6
KNN 2023.10		35.5
DT 2023.10		35.1
XGB 2023.10		34.9
RF 2023.10		34.5
KNN 2023.10		34.1
MLP 2023.10		33.3
SVM 2023.10		33.3
SVM 2023.10		33.3
SVM 2023.10		33.3
SVM 2023.10		33.3
MLP 2023.10		33.3
SVM 2023.10		33.3
MLP 2023.10		33.2
NB 2023.10		32.9
RF 2023.10		31.7
SVM 2023.10		31.3
XGB 2023.10		31.3
LR 2023.10		31
KNN 2023.10		29.8
KNN 2023.10		21.8
LR 2023.10		21.8
XGB 2023.10		21.8
KNN 2023.10		21.2
NB 2023.10		21.2