Towards a more effective system for training tier 1 SOC analysts
summary
Claims a concrete process that improves tier‑1 analysis and ships a prototype training tool built on Security Onion that auto‑fetches some fields, leaves uncertain values blank, and lets trainees run auto-generated queries to check alert history. A master's student implements the UI that nudges analysts to collect specific features, then plans usability testing, a controlled training comparison against current practice, and follow‑ups at two and four weeks to measure lasting accuracy gains.
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