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Automated Investigation Templates
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Classroom Contents
Scaling Security Threat Detection with Apache Spark and Databricks
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- 1 Intro
- 2 Which Technologies?
- 3 Detection === Code That Finds Bad Stuff
- 4 Development Overhead Average time to write, test, and deploy a
- 5 Mo' Detections, Mo' Problems
- 6 No Support for Common Patterns
- 7 Components
- 8 Detection and Alert Abstraction
- 9 Config Inheritance
- 10 Modular Pre/Post Processing
- 11 Manual Tuning Lifecycle
- 12 Self-Tuning Alerts
- 13 Repetitive Investigations... What Happens?
- 14 Automated Investigation Templates
- 15 Automated Containment
- 16 Detection Testing
- 17 Detection Functional Tests
- 18 Databricks Stacks!
- 19 Deploy/Reconfigure Jobs with Single PR
- 20 Problem #1 - Cyclical Investigations
- 21 Problem #3 - Finding Patterns
- 22 Solution: Document Recommendations
- 23 Automated Suggestions
- 24 Anatomy of an Alert
- 25 Entity Tokenization and Enrichment
- 26 Suggestion Algorithm WHY CANTI
