4 papers
AutoDFBench 1.0: A Benchmarking Framework for Digital Forensic Tool Testing and Generated Code Evaluation
Akila Wickramasekara, Tharusha Mihiranga, Aruna Withanage +4
The National Institute of Standards and Technology (NIST) Computer Forensic Tool Testing (CFTT) programme has become the de facto standard for providing digital forensic tool testi…
Plug to Place: Indoor Multimedia Geolocation from Electrical Sockets for Digital Investigation
Kanwal Aftab, Graham Adams, Mark Scanlon
Computer vision is a rapidly evolving field, giving rise to powerful new tools and techniques in digital forensic investigation, and shows great promise for novel digital forensic…
VAAS: Vision-Attention Anomaly Scoring for Image Manipulation Detection in Digital Forensics
Opeyemi Bamigbade, Mark Scanlon, John Sheppard
Recent advances in AI-driven image generation have introduced new challenges for verifying the authenticity of digital evidence in forensic investigations. Modern generative models…
Towards a standardized methodology and dataset for evaluating LLM-based digital forensic timeline analysis
Hudan Studiawan, Frank Breitinger, Mark Scanlon
Large language models (LLMs) have seen widespread adoption in many domains including digital forensics. While prior research has largely centered on case studies and examples demon…