Nicole Grinstead (Senior Security Software Engineer, Netflix) will discuss anomaly detection project, Trainman, and how it enables Netflix to find and act upon high risk corporate user behavior. Threat detection has become increasingly valuable in today’s complicated corporate security landscape. Check out elevate.girlgeek.io sessions, or visit girlgeek.io

1. Using Statistics for Security:
Threat detection at Netflix
UBA at Netflix

2. What are User Behavior Analytics?
(UBA)

4. Cost of a data
breach

6. Anomaly Generation:
ML Pipelines
Anomaly generation
Anomaly Business Logic:
Assigning risk level
Trainman data api:
GraphQL

7. Thank you.