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London Met Website

Machine learning algorithms for identity resolution to detect fake IDs in crime data

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Shrestha, Subeksha (2023) Machine learning algorithms for identity resolution to detect fake IDs in crime data. Doctoral thesis, London Metropolitan University.

Abstract

This research focuses on applications of various machine learning techniques on an anonymized policing data set used in the EU SPIRIT Horizon 2020 project to detect fraudulent identities and help Law Enforcement Agencies in the investigation on crime to resolve identity issues.

Details
Title:
Machine learning algorithms for identity resolution to detect fake IDs in crime data
Creators:
Shrestha, Subeksha
Date:
2023
Subjects:
000 Computer science, information & general works
300 Social sciences > 360 Social problems & services; associations
Department:
School of Computing and Digital Media (SCDM)
Uncontrolled Keywords:
prevention of online identity theft; computer algorithms; machine learning; fake IDs; fraudulent identities
Record
URI:
https://repository.londonmet.ac.uk/id/eprint/11709
Item Type:
Thesis
Qualification Level:
Doctoral
Depositing User:
Mary Burslem
Date Deposited:
29 Jul 2026 10:45
Revision:
8
Last Modified:
29 Jul 2026 10:45
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