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STRAL: What Adaptation Gains, Loses, and Costs in SOC Alert Screening
Security-alert screening must balance false-alert burden against missed important events, yet adaptation can change which events are detected. We investigate this trade-off using STRAL, a score-triggered active-learning controller combining ADWIN monitoring, selective label acquisition, and bounded
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