Attack Detection
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
96.1Accuracy
5
Jun 19, 2026
93.7Accuracy
5
Jun 19, 2026
93.1Accuracy
5
Jun 19, 2026
94.2Accuracy
5
Jun 19, 2026
92F1 Score
5
Apr 29, 2026
85F1 Score
5
Apr 29, 2026
91F1 Score
5
Apr 29, 2026
87F1 Score
5
Apr 29, 2026
91F1 Score
5
Apr 29, 2026
90F1 Score
5
Apr 29, 2026
86F1 Score
5
Apr 29, 2026
82F1 Score
5
Apr 29, 2026
100Safety (Th=0.3)
5
Apr 7, 2026
95.14Recall (A(1))
5
Feb 26, 2026
92Accuracy
4
Apr 28, 2026
40Benign FPR
4
Feb 26, 2026
77Detection Rate
4
Feb 26, 2026
100Detection Rate
4
Feb 26, 2026
68Detection Rate
4
Feb 26, 2026
97.23AUC
4
Feb 26, 2026
0.94AUROC
3
Feb 26, 2026
0.93ROC AUC
3
Feb 26, 2026
0.89ROC-AUC (Social engineering)
3
Feb 26, 2026
0.83AUC
3
Feb 26, 2026
0.97AUC
3
Feb 26, 2026