SALAD: SOC Alert Labeled Analysis Dataset

Abstract

SALAD (SOC Alert Labeled Analysis Dataset) is a unified benchmark dataset containing 2,778,424 SOC alerts derived from CIC-IDS2017 and UNSW-NB15. Each alert includes MITRE ATT&CK mapping, triage decisions, priority scores, and natural language descriptions. Includes 4 benchmark tasks with evaluation scripts.