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ResearchFormerly WizWand

AIT-ADS

Benchmarks

TaskDatasetSOTA resultTrendResults

Streaming Network Intrusion Detection

AIT-ADS (streaming)

1.03Rolling Benign FPR

4

Stream Anomaly Detection

AIT-ADS (full stream)

5,467FP per 1M

3

Attack Detection

AIT-ADS excluding noise alerts A (simul-attacks)

0.89AUC (macro)

2

Attack Detection

AIT-ADS including noise alerts A (simul-attacks)

0.926AUC (macro)

2