paper

Coherence-driven inference for cybersecurity

arXiv:2509.18520

Abstract

Large language models (LLMs) can compile weighted graphs on natural language data to enable automatic coherence-driven inference (CDI) relevant to red and blue team operations in cybersecurity. This represents an early application of automatic CDI that holds near- to medium-term promise for decision-making in cybersecurity and eventually also for autonomous blue team operations.

LLM4Sec - Workshop on the use of Large Language Models for Cybersecurity (https://llm4sec-workshop.github.io/)

Coherence-driven inference for cybersecurity · wovepaper