A federated machine learning approach to detect international revenue share fraud on the 5G edge

Author:

Ferreira Luís1,Silva Leopoldo2,Pinho Diana2,Morais Francisco2,Martins Carlos Manuel3,Pires Pedro Miguel3,Fidalgo Pedro3,Rodrigues Helena1,Cortez Paulo1,Pilastri André2

Affiliation:

1. University of Minho, Guimarães, Portugal

2. CCG ZGDV Institute, Guimarães, Portugal

3. WeDo Technologies, Braga, Portugal

Publisher

ACM

Reference29 articles.

1. Martín Abadi Ashish Agarwal Paul Barham Eugene Brevdo Zhifeng Chen Craig Citro Greg S. Corrado Andy Davis Jeffrey Dean Matthieu Devin Sanjay Ghemawat Ian Goodfellow Andrew Harp Geoffrey Irving Michael Isard Yangqing Jia Rafal Jozefowicz Lukasz Kaiser Manjunath Kudlur Josh Levenberg Dandelion Mané Rajat Monga Sherry Moore Derek Murray Chris Olah Mike Schuster Jonathon Shlens Benoit Steiner Ilya Sutskever Kunal Talwar Paul Tucker Vincent Vanhoucke Vijay Vasudevan Fernanda Viégas Oriol Vinyals Pete Warden Martin Wattenberg Martin Wicke Yuan Yu and Xiaoqiang Zheng. 2015. TensorFlow: Large-Scale Machine Learning on Heterogeneous Systems. https://www.tensorflow.org/ Software available from tensorflow.org. Martín Abadi Ashish Agarwal Paul Barham Eugene Brevdo Zhifeng Chen Craig Citro Greg S. Corrado Andy Davis Jeffrey Dean Matthieu Devin Sanjay Ghemawat Ian Goodfellow Andrew Harp Geoffrey Irving Michael Isard Yangqing Jia Rafal Jozefowicz Lukasz Kaiser Manjunath Kudlur Josh Levenberg Dandelion Mané Rajat Monga Sherry Moore Derek Murray Chris Olah Mike Schuster Jonathon Shlens Benoit Steiner Ilya Sutskever Kunal Talwar Paul Tucker Vincent Vanhoucke Vijay Vasudevan Fernanda Viégas Oriol Vinyals Pete Warden Martin Wattenberg Martin Wicke Yuan Yu and Xiaoqiang Zheng. 2015. TensorFlow: Large-Scale Machine Learning on Heterogeneous Systems. https://www.tensorflow.org/ Software available from tensorflow.org.

2. Mobile Edge Computing: A Survey

3. Edge computing technologies for Internet of Things: a primer

4. Assisting Users in a World Full of Cameras: A Privacy-Aware Infrastructure for Computer Vision Applications

5. ETSI. 2019. Multi-access edge computing (MEC) framework and reference architecture. ETSI GS MEC 3 ( 2019 ). ETSI. 2019. Multi-access edge computing (MEC) framework and reference architecture. ETSI GS MEC 3 (2019).

Cited by 3 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Telecommunications Fraud Machine Learning-based Detection;2023 4th International Conference on Data Analytics for Business and Industry (ICDABI);2023-10-25

2. Secure federated machine learning for distributed spectrum sensing in communication networks;Artificial Intelligence and Machine Learning for Multi-Domain Operations Applications V;2023-06-12

3. International revenue share fraud prediction on the 5G edge using federated learning;Computing;2023-03-31

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