Skills Development SIEM Correlation Rule Builder

SIEM Correlation Rule Builder

v20260317
implementing-siem-correlation-rules-for-apt
Crafts Splunk/Sigma-based SIEM correlation rules to detect APT lateral movement by chaining Windows authentication, process execution, and network telemetry across hosts, automating sigma-cli conversion and Splunk ES API deployment.
Get Skill
223 downloads
Overview

Instructions

  1. Install dependencies: pip install requests pyyaml sigma-cli
  2. Connect to the Splunk REST API and define correlation searches that chain multiple event types across hosts.
  3. Build Sigma rules in YAML that express multi-step detection logic for lateral movement patterns:
    • RDP logon (4624 LogonType=10) followed by service installation (7045) on same target within 15 minutes
    • Pass-the-Hash: NTLM logon (4624 LogonType=3) followed by process creation (4688) of admin tools
    • PsExec-style: Named pipe creation (Sysmon 17/18) correlated with remote service creation (7045)
  4. Convert Sigma rules to Splunk SPL using sigma-cli convert.
  5. Deploy correlation searches to Splunk ES via the REST API.
  6. Run the agent to generate and install correlation rules, then audit existing rules for coverage gaps.
python scripts/agent.py --splunk-url https://localhost:8089 --username admin --password changeme --output correlation_report.json

Examples

Detect RDP Lateral Movement Chain

index=wineventlog (EventCode=4624 Logon_Type=10) OR (EventCode=7045)
| transaction Computer maxspan=15m startswith=(EventCode=4624) endswith=(EventCode=7045)
| where eventcount >= 2
| table _time Computer Account_Name ServiceName

Sigma Rule for PsExec Lateral Movement

title: PsExec Lateral Movement Detection
logsource:
  product: windows
  service: sysmon
detection:
  pipe_created:
    EventID: 17
    PipeName|startswith: '\PSEXESVC'
  service_installed:
    EventID: 7045
    ServiceFileName|contains: 'PSEXESVC'
  timeframe: 5m
  condition: pipe_created | near service_installed
level: high
Info
Category Development
Name implementing-siem-correlation-rules-for-apt
Version v20260317
Size 9.5KB
Updated At 2026-03-18
Language