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20152020
most citedSoK: Exploring the State of the Art and the Future Potential of Artificial Intelligence in Digital Forensic Investigation

90 citations · 241 across the 18 of their papers we have counts for

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cs.CR202090 cited

SoK: Exploring the State of the Art and the Future Potential of Artificial Intelligence in Digital Forensic Investigation

Xiaoyu Du, Chris Hargreaves, John Sheppard +4

Multi-year digital forensic backlogs have become commonplace in law enforcement agencies throughout the globe. Digital forensic investigators are overloaded with the volume of case…

cs.CR202012 cited

Automated Artefact Relevancy Determination from Artefact Metadata and Associated Timeline Events

Xiaoyu Du, Quan Le, Mark Scanlon

Case-hindering, multi-year digital forensic evidence backlogs have become commonplace in law enforcement agencies throughout the world. This is due to an ever-growing number of cas…

cs.CR20203 cited

Smarter Password Guessing Techniques Leveraging Contextual Information and OSINT

Aikaterini Kanta, Iwen Coisel, Mark Scanlon

In recent decades, criminals have increasingly used the web to research, assist and perpetrate criminal behaviour. One of the most important ways in which law enforcement can battl…

cs.CR201921 cited

Methodology for the Automated Metadata-Based Classification of Incriminating Digital Forensic Artefacts

Xiaoyu Du, Mark Scanlon

The ever increasing volume of data in digital forensic investigation is one of the most discussed challenges in the field. Usually, most of the file artefacts on seized devices are…

cs.CR2019

Leveraging Electromagnetic Side-Channel Analysis for the Investigation of IoT Devices

Asanka Sayakkara, Nhien-An Le-Khac, Mark Scanlon

Internet of Things (IoT) devices have expanded the horizon of digital forensic investigations by providing a rich set of new evidence sources. IoT devices includes health implants,…

cs.CR20196 cited

Shining a light on Spotlight: Leveraging Apple's desktop search utility to recover deleted file metadata on macOS

Tajvinder Singh Atwal, Mark Scanlon, Nhien-An Le-Khac

Spotlight is a proprietary desktop search technology released by Apple in 2004 for its Macintosh operating system Mac OS X 10.4 (Tiger) and remains as a feature in current releases…