Fraud Detection in Telecommunication Industry Through Data Mining Tech: with high precision and security through collaboration among versatile media transmission administrators - Softcover

Harish, R. S. Ramya

 
9786204952994: Fraud Detection in Telecommunication Industry Through Data Mining Tech: with high precision and security through collaboration among versatile media transmission administrators
Softcover
ISBN 10: 6204952994 ISBN 13: 9786204952994
Verlag: LAP LAMBERT Academic Publishing, 2022

Inhaltsangabe

Analysts have proposed different answers for counter false movement. In any case, those techniques may lose viability in extortion discovery since fraudsters constantly will in general spread their tracks by meandering among various media transmission administrators. Additionally, because of the absence of genuine information, analysts need to do reproductions in a virtual situation, which makes their models and results less powerful. In our past paper, we proposed a novel system with high precision and security through collaboration among versatile media transmission administrators. In this original copy, we will approve it in a genuine situation utilizing genuine Call Detail Records (CDR) data. We apply the Latent Dirichlet Allocation (LDA) model to profile clients. At that point we utilize a strategy dependent on Maximum Mean Discrepancy (MMD) to contrast the dispersion of tests with coordinate meandering fraudsters. Participation between media transmission administrators may help the precision of recognition while the potential danger of protection spillage exists. A procedure dependent on Differential Privacy (DP) is utilized to address this issue.

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Verlag
LAP LAMBERT Academic Publishing
Erscheinungsdatum
2022
Sprache
Englisch
ISBN 10 
6204952994
ISBN 13 
9786204952994
Einband
Tapa blanda
Anzahl der Seiten
76
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
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