SoK: Exploring the Potential of Large Language Models for Improving Digital Forensic Investigation Efficiency

arXiv:2402.19366v1 Announce Type: new
Abstract: The growing number of cases requiring digital forensic analysis raises concerns about law enforcement's ability to conduct investigations promptly. Consequently, this systemisation of knowledge paper delves into the potential and effectiveness of integrating Large Language Models (LLMs) into digital forensic investigation to address these challenges. A thorough literature review is undertaken, encompassing existing digital forensic models, tools, LLMs, deep learning techniques, and the utilisation of LLMs in investigations. The review identifies current challenges within existing …

analysis arxiv cases cs.ai cs.cr digital efficiency enforcement forensic forensic analysis forensic investigation investigation investigations knowledge language language models large law law enforcement llms