PACT reduces benign-normalized false-positive burden by 43% and 21% on AIT-ADS and BOTSv1 benchmarks versus a frozen baseline while issuing 3.8x–5.2x fewer analyst queries than random updating.
Boss of the SOC (BOTS) v1 Dataset,
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PACT: Reducing Alert Fatigue in Low-Prevalence SOC Streams with Triggered Active Learning
PACT reduces benign-normalized false-positive burden by 43% and 21% on AIT-ADS and BOTSv1 benchmarks versus a frozen baseline while issuing 3.8x–5.2x fewer analyst queries than random updating.