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Component Two: Data Collection
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Classroom Contents
Scaling Your Defenses - Next Level Security Automation for Enterprise
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- 1 Intro
- 2 Intro Questions
- 3 What do "Automations" Look like today?
- 4 How can I measure my organizations Automation Capabilities?
- 5 What can Automations look like, and where do we start?
- 6 Component One: Alert Ingestion
- 7 Component Two: Data Collection
- 8 Component Four: Alert Remediation
- 9 Component Five: Reporting
- 10 The Missing Component: Automated Alert Analysis (Component Three)
- 11 Reviewing the Manual Analysis Process for Indicator Scoring
- 12 Simple Scoring Use Case: Virustotal File/URL Reputation
- 13 Simple Scoring Summary
- 14 Implementing Heuristic Analysis
- 15 Detailed Scoring Use Case: VirusTotal Domain Reputation
- 16 Heuristic Scoring Summary
- 17 Uplifting from Heuristic Analysis to Machine Learning Models
- 18 Training the Machine Learning
- 19 Tuning the Automations
- 20 How to Calculate ROI
- 21 Real-World Automation Return on Investment
- 22 How do I implement this in my environment?
