N-BaIoT
Benchmarks
TaskDatasetSOTA resultTrendResults
N-BaIoT Scenario 2
99.01Accuracy
36
N-BaIoT Label-Flipping Attack Scenario 1 (test)
97.41Accuracy
18
N-BaIoT
99.99Accuracy
9
N-BaIoT IoT-09 Provision PT-838TS IP Camera UDP
99.8Macro F1 Score
6
N-BaIoT IoT-08 Provision PT-737E IP Camera UDP
100Macro F1-score
6
N-BaIoT IoT-07 (Provision PT-838TS IP Camera with Mirai & Gafgyt)
99.6Macro F1 Score
6
N-BaIoT IoT-06 (Ecobee Thermostat with Mirai & Gafgyt)
98.6Macro F1-score
6
N-BaIoT IoT-05 (Provision PT-737E IP Camera)
98Macro F1-score
6
N-BaIoT IoT-04 Ecobee Thermostat
98.8Macro F1-score
6
N-BaIoT IoT-03 (Provision PT-838TS IP Camera)
98.5Macro F1 Score
6
N-BaIoT IoT-02 Philips B120N/10 Baby Monitor
99.4Macro F1-score
6
N-BaIoT IoT-01 Danmini Doorbell
99.7Macro F1
6
N-BaIoT
99.7Accuracy (IoT-01)
6
N-BaIoT Scenario 1 Same Model Attack (test)
97.02Accuracy
6
N-BaIoT Model Scaling Attack Scenario 1 (test)
97.07Accuracy
6
N-BaIoT No Attack Scenario 1 (test)
98.04Accuracy
6