Reddit analysis of 892 posts shows SOC practitioners adopt LLMs mainly for controllable productivity work and constrain autonomy due to reliability, security, and cost concerns.
arXiv preprint arXiv:2505.06394 (2025)
2 Pith papers cite this work. Polarity classification is still indexing.
2
Pith papers citing it
citation-role summary
background 1
citation-polarity summary
fields
cs.CR 2years
2026 2roles
background 1polarities
background 1representative citing papers
MESSALA is a new LLM framework that produces report evaluations closer to veteran SOC practitioners than prior LLM methods by combining a custom checklist with granularization guidelines and multi-perspective scoring.
citing papers explorer
-
Like a Hammer, It Can Build, It Can Break: Large Language Model Uses, Perceptions, and Adoption in Cybersecurity Operations on Reddit
Reddit analysis of 892 posts shows SOC practitioners adopt LLMs mainly for controllable productivity work and constrain autonomy due to reliability, security, and cost concerns.
-
LLMs, You Can Evaluate It! Design of Multi-perspective Report Evaluation for Security Operation Centers
MESSALA is a new LLM framework that produces report evaluations closer to veteran SOC practitioners than prior LLM methods by combining a custom checklist with granularization guidelines and multi-perspective scoring.