SoK : Exploring the state of the art and the future potential of artificial intelligence in digital forensic investigation

Du, Xiaoyu and Hargreaves, Chris and Sheppard, John and Anda, Felix and Sayakkara, Asanka and Le-Khac, Nhien An and Scanlon, Mark (2020) SoK : Exploring the state of the art and the future potential of artificial intelligence in digital forensic investigation. In: Proceedings of the 15th International Conference on Availability, Reliability and Security, ARES 2020 :. ACM International Conference Proceeding Series . Association for Computing Machinery, IRL. ISBN 9781450388337

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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.

Item Type:	Book Section
Additional Information:	Publisher Copyright: © 2020 Owner/Author.
Uncontrolled Keywords:	/dk/atira/pure/subjectarea/asjc/1700/1709
Departments or Groups:
Depositing User:	Admin SSL
Date Deposited:	19 Oct 2022 23:16
Last Modified:	15 Aug 2023 16:05
URI:	http://repository-testing.wit.ie/id/eprint/5022

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