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arXiv 2012.01987cs.CRcs.LG

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

University College Dublin(都柏林大学学院);University of Oxford(牛津大学);Waterford Institute of Technology(沃特福德理工学院)

Xiaoyu Du, Chris Hargreaves, John Sheppard, Felix Anda, Asanka Sayakkara, Nhien-An Le-Khac, Mark Scanlon

英文摘要:

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.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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