Information-Dense Reasoning for Efficient and Auditable Security Alert Triage

Guangze Zhao, Yongzheng Zhang, Changbo Tian +3

Security Operations Centers face massive, heterogeneous alert streams under minute-level service windows, creating the Alert Triage Latency Paradox: verbose reasoning chains ensure…