2 papers
cs.CR2026
Structural Inference in Undocumented Mobile Databases: A Reproducible Benchmark for Evaluating Agentic Reasoning in Digital Forensics
Jeel Piyushkumar Khatiwala, Divyangkumar Patel, Weifeng Xu
Agentic large language models are increasingly used in digital forensic analysis, yet their ability to infer relational structure inside undocumented mobile application databases r…
cs.CR2026
Evaluating the Reliability of Digital Forensic Evidence Discovered by Large Language Model: A Case Study
Jeel Piyushkumar Khatiwala, Daniel Kwaku Ntiamoah Addai, Weifeng Xu
The growing reliance on AI-identified digital evidence raises significant concerns about its reliability, particularly as large language models (LLMs) are increasingly integrated i…