3 papers
cs.SE2026
LLM-Based Discovery of Latent Requirements from Stakeholder Conversations: Preliminary Results from Industry
Mithila Sivakumar, Martin Lochner, Shiva Nejati +1
Stakeholder interviews are an important source of information for requirements elicitation, yet many relevant requirements remain implicit in such conversations. Stakeholders frequ…
cs.CR2025
LLMs in the SOC: An Empirical Study of Human-AI Collaboration in Security Operations Centres
Ronal Singh, Shahroz Tariq, Fatemeh Jalalvand +4
The integration of Large Language Models (LLMs) into Security Operations Centres (SOCs) presents a transformative, yet still evolving, opportunity to reduce analyst workload throug…
cs.CR2025
Collaborative Intelligence: Topic Modelling of Large Language Model use in Live Cybersecurity Operations
Martin Lochner, Keegan Keplinger
Objective: This work describes the topic modelling of Security Operations Centre (SOC) use of a large language model (LLM), during live security operations. The goal is to better u…