2 papers
cs.CR2026
Like a Hammer, It Can Build, It Can Break: Large Language Model Uses, Perceptions, and Adoption in Cybersecurity Operations on Reddit
Souradip Nath, Chih-Yi Huang, Aditi Ganapathi +3
Large language models (LLMs) have recently emerged as promising tools for augmenting Security Operations Center (SOC) workflows, with vendors increasingly marketing autonomous AI s…
cs.CR2026
Before the Vicious Cycle Starts: Preventing Burnout Across SOC Roles Through Flow-Aligned Design
Kashyap Thimmaraju, Duc Anh Hoang, Souradip Nath +2
The sustainability of Security Operations Centers depends on their people, yet 71% of practitioners report burnout and 24% plan to exit cybersecurity entirely. Flow theory suggests…