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Introduction to SecOps on Google Distributed Cloud (GDC) by Google

Introduction to SecOps on Google Distributed Cloud (GDC) by Google

4h 42mIntermediate2025-11-18

Authors

Google Cloud

Google Cloud

Course details

This course dives into the basics of SecOps on the Google Distributed Cloud. Learn about the GDC architecture, with a focus on its security features. Explore the functions and roles within a Security Operations Center (SOC), including how they contribute to defending the GDC platform against potential threats. Identify essential incident response processes and proactive cybersecurity strategies, as you learn to navigate tools like Splunk SIEM, Grafana, and ServiceNow. Discover advanced security services, such as threat modeling and vulnerability management. Explore both reactive and proactive measures to understand the different tiers of security analysts and their responsibilities. Build your proficiency in managing logs, metrics, dashboards, and alerts to streamline SecOps processes. Specifically designed for security analysts, this course can help you to enhance your organization's security effectiveness on the Distributed Cloud platform.

Concepts

Overview

  • Course overview

GDC platform overview

  • Module overview
  • What is GDC
  • GDC services
  • GDC at Cymbal Federal
  • The users of GDC
  • The GDC operating model
  • GDC architecture
  • GDC security guarantees
  • The Operations Center (OC)
  • Module review

The infrastructure operator SecOps roles in GDC

  • Module overview
  • The Security Operations Center (SOC)
  • Defending the GDC platform
  • Roles in the SOC
  • Tier 1 and Tier 2 analysts in the SOC
  • Tier 3 analysts in the SOC
  • Security and the SOC
  • SOC organization structure
  • Interacting with external teams
  • Module review

SOC processes in Google Distributed Cloud (GDC) air-gapped

  • Module overview
  • Logs in the GDC SOC
  • Manual and automated security processes
  • Security Information and Event Management (SIEM)
  • Security Orchestration, Automation, and Response (SOAR)
  • Endpoint Detection and Response (EDR)
  • SIEM, EDR, and SOAR at Cymbal Federal
  • An introduction to incident management
  • The activities behind incident management
  • The end-to-end incident response process
  • Monitor
  • Intake
  • Escalate
  • Investigate
  • Contain and remediate
  • Recover and report
  • Recap of incident response management
  • The incident response plan (IRP)
  • The challenges of proactive cyber security
  • Advanced security services in the SOC
  • Advanced security services at Cymbal Federal
  • The asset inventory
  • Introduction to threat modeling
  • Introduction to vulnerability management
  • Introduction to security engineering
  • Module review

SOC tools for Google Distributed Cloud (GDC) air-gapped

  • Module overview
  • Tools in the SOC
  • The MITRE ATT&CK framework
  • GDC platform security
  • Categories of tools for the GDC SOC
  • Core tools in the GDC SOC - Splunk SIEM
  • Core tools in the GDC SOC - Tenable Nessus
  • Core tools in the GDC SOC - Portswigger Burp
  • Core Tools in the GDC SOC - Trelix
  • Core tools in the GDC SOC - Microsoft Defender Antivirus and ClamAV
  • Core tools in the GDC SOC - Palo Alto
  • Observability tools in the GDC SOC
  • LogMon
  • The GDC observability ecosystem
  • Observability tools in the GDC SOC - Grafana
  • The query creation process in Grafana
  • Observability tools in the GDC SOC - Prometheus
  • Observability tools in the GDC SOC - Cortex
  • Observability tools in the GDC SOC - Fluent Bit
  • Observability tools in the GDC SOC - Loki
  • Management tools in the GDC SOC - ServiceNow
  • ServiceNow at Cymbal Federal
  • Management tools in the GDC SOC - GitLab
  • Management tools in the GDC SOC - Anthos Config Management (ACM)
  • Management tools in the GDC SOC - Fleet
  • Management tools in the GDC SOC - Harbor
  • Management tools in the GDC SOC - Red Hat Enterprise Linux (RHEL)
  • Management tools in the GDC SOC - MariaDB
  • Module summary

Default logs, metrics, dashboards, and alerts in Splunk SIEM

  • Module overview
  • Log types in the GDC SOC
  • Audit logs
  • Audit logs at Cymbal Federal
  • Security logs
  • Operational logs
  • Operational logs at Cymbal Federal
  • Review - Logs in Splunk
  • Metrics in Splunk
  • Baseline metrics
  • Security-specific metrics in Splunk
  • Using Splunk metrics
  • Splunk metrics at Cymbal Federal
  • Splunk dashboards
  • Alerts in Splunk
  • Alerts at Cymbal Federal
  • Alert rules
  • The alert inventory
  • Module review

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