Paper Info
Title
SoK - exploring the state of the art and the future potential of artificial intelligence in digital forensic investigation.
Abstract
Multi-year digital forensic backlogs have become commonplace in law enforcement agencies throughout the globe. Digital forensic investigators are overloaded with the volume of cases requiring their expertise compounded by the volume of data to be processed. Artificial intelligence is often seen as the solution to many big data problems. This paper summarises existing artificial intelligence based tools and approaches in digital forensics. Automated evidence processing leveraging artificial intelligence based techniques shows great promise in expediting the digital forensic analysis process while increasing case processing capacities. For each application of artificial intelligence highlighted, a number of current challenges and future potential impact is discussed.
Year
DOI
Venue
2020
10.1145/3407023.3407068
ARES
DocType
ISSN
Citations 
Conference
The 15th International ARES Conference on Availability, Reliability and Security, August 25--28, 2020
0
PageRank 
References 
Authors
0.34
66
7
Name
Order
Citations
PageRank
Xiao-Yu Du1504.66
Chris Hargreaves200.34
John Sheppard300.34
Felix Anda422.44
Asanka P. Sayakkara500.34
Nhien-An Le-Khac622449.63
Mark Scanlon72310.74