CICIDS
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
CICIDS 2017
98.2F1 Score
6
CICIDS 2017
99.6F1 Score
5
CICIDS DoS
0.83AUC
5
CICIDS Label3 skew scheme 2017
94.12Accuracy
4
CICIDS 2017
98.1Accuracy
4
CICIDS R→R scenario 2017
98Accuracy
3
CICIDS binary setting 2017
99.989Accuracy
3
CICIDS stream 2017 (test)
15TP (True Positives)
3
CICIDS EA Scenario 2018
-47Backward Transfer (%)
3
CICIDS EA Scenario 2017
5.99Backward Transfer
3
CICIDS18
43.07Forward Transfer
3
CICIDS17
35.37Forward Transfer
3
CICIDS2017 (test)
97.89Accuracy
1
CICIDS NIDS layer 2018
98.02Accuracy
1