I deployed a SIEM using the ELK Stack to aggregate events from multiple sources, correlate activity, and visualize risk in real time. I focused on data onboarding, field normalization, dashboards, and actionable alerts.
(How to Implement a SIEM System)
Stand up a SIEM backbone and onboard high value log sources
Normalize fields for cross-source correlation
Build starter dashboards and alerting for common threats
Document the implementation for ongoing operations
Familiarity with logging and event correlation
Access to hosts, network devices, and security tools for log forwarding
ELK Stack components installed and reachable
Elasticsearch, Logstash, Kibana
Syslog, filebeat or native forwarders
Visualization and alerting in Kibana
1. Core services
Installed and validated Elasticsearch with appropriate heap and storage.
Deployed Logstash for ingestion and transformation.
Launched Kibana for visualization and alert configuration.
2. Data onboarding
System logs: Linux auth and syslog, Windows Security events export.
Application logs: web server access and error logs.
Network and security: firewall, router, IDS.
Normalized timestamps, hostnames, and user fields for correlation.
3. Use cases and dashboards
Auth monitoring: failed vs successful logins by host and source Internet Protocol.
Network monitoring: outbound bytes by destination and port with anomaly views.
IDS monitoring: top signatures and trends.
4. Alerts and response
Repeated login failure alert within a short window.
Unusual traffic volume alert to non-approved destinations.
Playbook notes for triage steps and data to collect on each alert.
5. Governance and hygiene
Role based access in Kibana, index lifecycle management, backup plan.
Versioned content for parsers, dashboards, and alerts.
6. Documentation
Implementation report with architecture, data sources, field mappings, and alert logic.
Screenshots of dashboards and example alert payloads.
Unified view across systems and tools
Faster detection to response loop with clear runbooks
Foundation for future correlation and enrichment
SIEM deployment and data modeling
Detection engineering and dashboard design
Operations hygiene and access control