Novel Techniques for Fraud Detection in Mobile Telecommunication Networks

作者: Peter Burge , Yves Moreau , Bart Preneel , John Shawe-Taylor

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摘要: This paper discusses the status of research on detection fraud undertaken as part European Commission-funded ACTS ASPeCT (Advanced Security for Personal Communications Technologies) project. A first task has been identification possible scenarios and typical indicators which can be mapped to data in toll tickets. Currently, project is exploring fraudulent behaviour based a combination absolute differential usage. Three approaches are being investigated: rule-based approach, two neural networks, where both supervised unsupervised learning considered. Special attention paid feasibility implementations.

参考文章(1)
S. Field, R. Frank, N. Davey, G. McAskey, P. Barson, The detection of fraud in mobile phone networks ,(1996)