Enhancing Reasoning Capacity of SLM using Cognitive Enhancement

arXiv:2404.01135v1 Announce Type: new
Abstract: Large Language Models (LLMs) have been applied to automate cyber security activities and processes including cyber investigation and digital forensics. However, the use of such models for cyber investigation and digital forensics should address accountability and security considerations. Accountability ensures models have the means to provide explainable reasonings and outcomes. This information can be extracted through explicit prompt requests. For security considerations, it is crucial to address privacy and confidentiality of the involved data during …

accountability address arxiv cs.ai cs.cr cyber cyber security digital digital forensics forensics investigation language language models large llms processes reasoning security