Threat Hunting

Threat Hunting with Sigma Rules

When to Use This Skill

• Investigating security incidents
• Creating detection rules for SIEM
• Analyzing suspicious activity patterns
• Building threat detection pipelines
• Converting detections between platforms

Sigma Rule Basics

Rule Structure

title: Suspicious PowerShell Download
id: 3b6ab547-8ec2-4991-b9d2-2b06702a48d7
status: experimental
description: Detects PowerShell commands downloading files from the internet
author: Security Team
date: 2024/01/15
modified: 2024/01/20

logsource:
  category: process_creation
  product: windows

detection:
  selection_process:
    Image|endswith: '\powershell.exe'
  selection_commands:
    CommandLine|contains|all:
      - 'Net.WebClient'
      - 'DownloadString'
  condition: selection_process and selection_commands

falsepositives:
  - Legitimate administrative scripts
  - Software installers

level: medium

tags:
  - attack.execution
  - attack.t1059.001
  - attack.defense_evasion
  - attack.t1140

Field Modifiers

Common Detection Patterns

Process Creation

title: Suspicious Process from Temp Directory
logsource:
  category: process_creation
  product: windows

detection:
  selection:
    Image|contains:
      - '\Temp'
      - '\AppData\Local\Temp'
    Image|endswith:
      - '.exe'
      - '.com'
      - '.scr'
  filter_known:
    Image|endswith:
      - '\setup.exe'
      - '\installer.exe'
  condition: selection and not filter_known

Network Connections

title: Outbound Connection to Known Malicious Port
logsource:
  category: network_connection
  product: windows

detection:
  selection:
    Initiated: 'true'
    DestinationPort:
      - 4444  # Metasploit
      - 5555  # Common RAT
      - 6666  # IRC
      - 8080  # Web proxy
  condition: selection

File Creation

title: Executable Created in Suspicious Location
logsource:
  category: file_event
  product: windows

detection:
  selection:
    EventType: 'creation'
    TargetFilename|endswith:
      - '.exe'
      - '.dll'
      - '.ps1'
    TargetFilename|contains:
      - '\Windows\Temp'
      - '\ProgramData'
      - '\Users\Public'
  condition: selection

Registry Modifications

title: Run Key Persistence
logsource:
  category: registry_event
  product: windows

detection:
  selection:
    EventType: SetValue
    TargetObject|contains:
      - '\SOFTWARE\Microsoft\Windows\CurrentVersion\Run'
      - '\SOFTWARE\Microsoft\Windows\CurrentVersion\RunOnce'
  condition: selection

Hunting Queries

PowerShell Hunting

# Encoded PowerShell Commands
title: Encoded PowerShell Execution
detection:
  selection:
    CommandLine|contains:
      - '-enc'
      - '-EncodedCommand'
      - '-e '
    CommandLine|base64offset|contains:
      - 'IEX'
      - 'Invoke-Expression'
  condition: selection

Lateral Movement

# PsExec-like Activity
title: Remote Service Installation
logsource:
  product: windows
  service: system

detection:
  selection:
    EventID: 7045  # Service installed
    ServiceFileName|contains:
      - '\ADMIN$'
      - '\C$'
  condition: selection

Data Exfiltration

# Large Outbound Transfers
title: Large Data Transfer to External IP
logsource:
  category: proxy

detection:
  selection:
    bytes_out|gt: 10000000  # 10MB
  filter_internal:
    dst_ip|cidr:
      - '10.0.0.0/8'
      - '172.16.0.0/12'
      - '192.168.0.0/16'
  condition: selection and not filter_internal

MITRE ATT&CK Mapping

tags:
  # Initial Access
  - attack.initial_access
  - attack.t1566        # Phishing

  # Execution
  - attack.execution
  - attack.t1059.001    # PowerShell
  - attack.t1059.003    # Windows Command Shell

  # Persistence
  - attack.persistence
  - attack.t1547.001    # Registry Run Keys

  # Defense Evasion
  - attack.defense_evasion
  - attack.t1140        # Deobfuscate/Decode

  # Credential Access
  - attack.credential_access
  - attack.t1003        # OS Credential Dumping

  # Lateral Movement
  - attack.lateral_movement
  - attack.t1021.002    # SMB/Windows Admin Shares

Converting Sigma Rules

To Splunk

# Using sigmac (legacy)
sigmac -t splunk -c sysmon rule.yml

# Using sigma-cli
sigma convert -t splunk -p sysmon rule.yml

To Elastic

sigma convert -t elasticsearch -p ecs-windows rule.yml

To Microsoft Sentinel

sigma convert -t microsoft365defender rule.yml

Investigation Workflow

1. Triage Alert

## Alert Triage Checklist

- [ ] Verify the detection fired correctly
- [ ] Check for false positive indicators
- [ ] Identify affected systems
- [ ] Determine timeline of activity
- [ ] Assess potential impact

2. Gather Context

# Related process activity
index=windows EventCode=1
| where host="affected_host"
| where _time >= relative_time(now(), "-1h")
| stats count by Image, CommandLine, ParentImage
| sort -count

# Network connections from host
index=network src_ip="10.1.1.50"
| where _time >= relative_time(now(), "-1h")
| stats count by dest_ip, dest_port
| sort -count

3. Timeline Analysis

| Time | Event | Source | Details |
|------|-------|--------|---------|
| 10:00 | Phishing email | Email logs | malicious.doc attached |
| 10:05 | Document opened | Process logs | WINWORD.EXE spawned |
| 10:06 | PowerShell | Process logs | Encoded command |
| 10:07 | Network conn | Firewall | C2 callback to 1.2.3.4 |
| 10:10 | New service | Event logs | Persistence installed |

4. Containment

# Isolate affected system
# Block IOCs at firewall
# Disable compromised accounts
# Preserve evidence

Rule Testing

# Test Sigma rule with pySigma
from sigma.rule import SigmaRule
from sigma.backends.splunk import SplunkBackend

rule = SigmaRule.from_yaml("""
title: Test Rule
logsource:
  category: process_creation
  product: windows
detection:
  selection:
    Image|endswith: '\\cmd.exe'
  condition: selection
""")

backend = SplunkBackend()
print(backend.convert_rule(rule))

Best Practices

• Test rules against known-good baseline
• Include false positive documentation
• Map to MITRE ATT&CK techniques
• Version control all rules
• Regular rule review and tuning
• Document investigation runbooks
• Share rules with community (when appropriate)