Menu

How to Successfully Harness Machine Learning to Combat Fraud and Abuse

While machine learning is integral to innumerable anti-abuse systems including spam and phishing detection, the road to reap its benefits is paved with numerous abuse-specific challenges. Drawing from concrete examples this session will discuss how these challenges are addressed at Google and provide a roadmap to anyone interested in applying machine learning to fraud and abuse problems.

Learning Objectives:
1: Learn how machine learning helps combat fraud and abuse.
2: Discover how to overcome challenges faced when using machine learning to anti-abuse.
3: Understand what the unsolved challenges are in the space. Link to presentation: https://docs.google.com/presentation/d/12rW6XjI539TPi8etehBF1Hm56GeCYyTZ37wjfuCE9xw/edit?usp=sharing

Speaker

Headshot

Elie Bursztein Anti-Abuse Research Lead, Google

← View more Videos

This document was retrieved from http://www.rsaconference.com/videos/how-to-successfully-harness-machine-learning-to-combat-fraud-and-abuse on Fri, 22 Mar 2019 10:21:02 -0400.