CICIoT
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
CICIoT 2023 (test)
99.78Mean F1 Score
31
CICIOT 2023
100ICMP
20
CICIoT 2023
0.02Backdoor Error
20
CICIoT 2023
82.4Precision
14
CICIoT 2022
99.75Accuracy
13
CICIoT 2023
99.9F1 (DoS-SYN)
12
CICIoT WEB 23
100Accuracy
11
CICIoT23 WEB
100Accuracy
8
CICIoT 2023 (evaluation)
95.9Accuracy
7
CICIoT 2023 (test)
100Accuracy
7
CICIoT Compose-shift 2023
63.31Accuracy
7
CICIoT2023 Proportion-shift
80.52Accuracy
7
CICIoT2023 Time-shift
66.02Accuracy
7
CICIoT MitM 2023
1TNR
6
CICIoT Mirai 2023
1TNR
6
CICIoT DDoS 2023
100TNR
6
CICIoT2023 (90% train)
92.1Accuracy
5
CICIoT MitM 2023
0MMD
5
CICIoT Mirai 2023
0MMD
5
CICIoT DDoS 2023
0MMD
5
CICIoT 2023
99.7Precision
4
CICIoT 2023 (test)
99.96Recall
4
CICIoT23 WEB (5-fold cross-validation)
2.24Validation Loss
3
CICIoT 2023 (test)
99.99Recall
3
CICIoT 2023 (test)
98.68Accuracy
3