Decision-Aware Trust Signal Alignment for SOC Alert Triage

arXiv:2601.04486v1 Announce Type: new Abstract: Detection systems that utilize machine learning are progressively implemented at Security Operations Centers (SOCs) to help an analyst to filter through high volumes of security alerts. Practically, such systems tend to reveal probabilistic results or…