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• W2149007694 abstract "The digital forensic world deals with a growing amount of data which should be processed. Ingeneral, investigators do not have the time to manually analyze all the digital evidence to geta good picture of the suspect. Most of the time investigations contain multiple evidence unitsper case. This research shows the extraction and resolution of identities out of evidence data.Investigators are supported in their investigations by proposing the involved identities to them.These identities are extracted from multiple heterogeneous sources like system accounts, emails,documents, address books and communication items. Identity resolution is used to merge identitiesat case level when multiple evidence units are involved.The functionality for extracting, resolving and ranking identities is implemented and tested in theforensic tool Tracks Inspector. The implementation in Tracks Inspector is tested on five datasets.The results of this are compared with two other forensic products, Clearwell and Trident, on theextent to which they support the identity functionality. Tracks Inspector delivers very promisingresults compared to these products, it extracts more or the same number of the relevant identitiesin their top 10 identities compared to Clearwell and Trident. Tracks Inspector delivers a highaccuracy, compared to Clearwell it has a better precision and the recall is approximately equalwhat results from the tests.The contribution of this research is to show a method for the extraction and ranking of identitiesin Tracks Inspector. In the digital forensic world it is a quite new approach, because no othersoftware products support this kind of functionality. Investigations can now start by exploringthe most relevant identities in a case. The nodes which are involved in an identity can be quicklyrecognized. This means that the evidence data can be filtered at an early-stage." @default.
• W2149007694 created "2016-06-24" @default.
• W2149007694 creator A5030794120 @default.
• W2149007694 date "2012-11-01" @default.
• W2149007694 modified "2023-09-27" @default.
• W2149007694 title "Scalable identity extraction and ranking in Tracks Inspector" @default.
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