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 providea roadmap to anyone interested in applying machine learning to fraud and abuse problems. Watching this talk will allow you to:
- Learn how machine learning helps combat fraud and abuse.
- Discover how to overcome challenges faced when using machine learning to anti-abuse.
- Understand what the unsolved challenges are in the space.