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ELK stack

As explained in Data-Driven Cybersecurity

The ELK stack is a collection of Elasticsearch, Logstash, and Kibana components for collecting, searching, analyzing, and visualizing data.

The ELK stack combines Elasticsearch, Logstash, and Kibana to collect, process, search, analyze, and visualize cybersecurity data. It turns logs, vulnerability reports, incident histories, and threat-intelligence feeds into dashboards that support risk and threat analysis. section 10.2.5 section 9.5

A security team can use the stack to:

  • Ingest historical incident data, vulnerability reports, and threat-intelligence feeds. section 10.2.5
  • Query Elasticsearch to find patterns in incidents, threats, and log data. section 10.2.5 section 9.5
  • Build Kibana dashboards showing risk scores, threat likelihood, and critical vulnerabilities. section 10.2.5
  • Support incident triage by correlating logs and visualizing evidence alongside indicators of compromise. section 9.5

From vulnerability data to a risk dashboard

A security team can feed vulnerability reports and historical attack data into the stack, query Elasticsearch for recurring patterns, and use Kibana to display risk scores and threat likelihood. Analysts can then use those views to prioritize vulnerability management and investigate related incidents. section 10.2.5 section 9.5

How Data-Driven Cybersecurity covers it

How deep it goes
Explains component roles and operational setup, including ingestion pipelines, Elasticsearch queries, Kibana dashboards, and forecasting, but not configuration details.
Examples
Uses vulnerability reports, historical attacks, threat feeds, system logs, network data, indicators of compromise, and security dashboards.
What you can do after
Operate/configure it to ingest security data, query incident patterns, visualize risk, and support investigative prioritization.
How it connects
Connects Elasticsearch, Logstash, and Kibana with vulnerability management, CVSS, risk metrics, threat intelligence, and incident response.

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This explainer was generated by Manning's knowledge graph from the text of Data-Driven Cybersecurity. The section links point to the parts of the book it draws on.