Large Scale Graph Processing & Machine Learning Algorithms for Payment Fraud Prevention:
PayPal is at the forefront of applying large scale graph processing and machine learning algorithms to keep fraudsters at bay. In this talk, I’ll present how advanced graph processing and machine learning algorithms such as Deep Learning and Gradient Boosting are applied at PayPal for fraud prevention. I’ll elaborate on specific challenges in applying large scale graph processing & machine technique to payment fraud prevention. I’ll explain how we employ sophisticated machine learning tools – open source and in-house developed.
I will also present results from experiments conducted on a very large graph data set containing millions of edges and vertices.
Venkatesh Ramanathan, Data Scientist, PayPal at MLconf ATL 2017
1. Large Scale Graph Processing & Machine
Learning for Fraud Prevention
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Disclaimer: views expressed here are my own and do not
necessarily represent the views of PayPal, its affiliates or
subsidiaries.