Detection of Mobile Phone Fraud Using Supervised Neural Networks: A First Prototype

نویسندگان

  • Yves Moreau
  • Herman Verrelst
  • Joos Vandewalle
چکیده

We present the rst prototype of a tool based on a supervised neural network for the detection of fraud in mobile communications. This prototype is being developed in the framework of a project of the Euro-pean Commission on Advanced Security for Personal Communications (ASPeCT) 1 , together with two other prototypes, based on unsupervised neural networks and knowledge-based systems.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Fraud Detection in Mobile Communications Using Supervised Neural Networks 1 Fraud Detection in Mobile Communications Using Supervised Neural Networks

We present the results of the development of the rst prototype of a supervised neural network for the detection of fraud in mobile communications. We have developed this prototype in the framework of a project of the European Commission on Advanced Security for Personal Communications (ASPeCT) 1 , together with two other prototypes based on unsupervised neural networks and knowledge-based syste...

متن کامل

User profiling and classification for fraud detection in mobile communications networks

The topic of this thesis is fraud detection in mobile communications networks by means of user profiling and classification techniques. The goal is to first identify relevant user groups based on call data and then to assign a user to a relevant group. Fraud may be defined as a dishonest or illegal use of services, with the intention to avoid service charges. Fraud detection is an important app...

متن کامل

Fraud Detection and Management in Mobile Telecommunications Networks

This paper discusses the status of research on detection of fraud undertaken as part of the European Commission-funded ACTS ASPeCT (Advanced Security for Personal Communications Technologies) project. A first task has been the identification of possible fraud scenarios and of typical fraud indicators which can be mapped to data in Toll Tickets. Currently, the project is exploring the detection ...

متن کامل

Novel Techniques for Fraud Detection in Mobile Telecommunication Networks

This paper discusses the status of research on detection of fraud undertaken as part of the European Commission-funded ACTS ASPeCT (Advanced Security for Personal Communications Technologies) project. A first task has been the identification of possible fraud scenarios and of typical fraud indicators which can be mapped to data in toll tickets. Currently, the project is exploring the detection ...

متن کامل

Proposing A Distributed Model For Intrusion Detection In Mobile Ad-Hoc Network Using Neural Fuzzy Interface

Security term in mobile ad hoc networks has several aspects because of the special specification of these networks. In this paper a distributed architecture was proposed in which each node performed intrusion detection based on its own and its neighbors’ data. Fuzzy-neural interface was used that is the composition of learning ability of neural network and fuzzy Ratiocination of fuzzy system as...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 1997