DeepBlueCLI : A PowerShell Module For Threat Hunting Via Windows Event Logs

DeepBlueCLI is a PowerShell Module for Threat Hunting via Windows Event Logs.

Usage

.\DeepBlue.ps1 <event log name> <evtx filename>

See the Set-ExecutionPolicy Readme if you receive a ‘running scripts is disabled on this system’ error.

• Process local Windows security event log (PowerShell must be run as Administrator):

.\DeepBlue.ps1

or:

.\DeepBlue.ps1 -log security

• Process local Windows system event log:

.\DeepBlue.ps1 -log system

• Process evtx file:

.\DeepBlue.ps1 .\evtx\new-user-security.evtx

Windows Event Logs Processed

• Windows Security
• Windows System
• Windows Application
• Windows PowerShell
• Sysmon

Command Line Logs Processed

See Logging setup section below for how to configure these logs

• Windows Security event ID 4688
• Windows PowerShell event IDs 4103 and 4104
• Sysmon event ID 1

Detected Events

• Suspicious account behavior
  • User creation
  • User added to local/global/universal groups
  • Password guessing (multiple logon failures, one account)
  • Password spraying via failed logon (multiple logon failures, multiple accounts)
  • Password spraying via explicit credentials
  • Bloodhound (admin privileges assigned to the same account with multiple Security IDs)
• Command line/Sysmon/PowerShell auditing
  • Long command lines
  • Regex searches
  • Obfuscated commands
  • PowerShell launched via WMIC or PsExec
  • PowerShell Net.WebClient Downloadstring
  • Compressed/Base64 encoded commands (with automatic decompression/decoding)
  • Unsigned EXEs or DLLs
• Service auditing
  • Suspicious service creation
  • Service creation errors
  • Stopping/starting the Windows Event Log service (potential event log manipulation)
• Mimikatz
  • lsadump::sam
• EMET & Applocker Blocks

…and more

Examples

Event	Command
Event log manipulation	.\DeepBlue.ps1 .\evtx\disablestop-eventlog.evtx
Metasploit native target (security)	.\DeepBlue.ps1 .\evtx\metasploit-psexec-native-target-security.evtx
Metasploit native target (system)	.\DeepBlue.ps1 .\evtx\metasploit-psexec-native-target-system.evtx
Metasploit PowerShell target (security)	.\DeepBlue.ps1 .\evtx\metasploit-psexec-powershell-target-security.evtx
Metasploit PowerShell target (system)	.\DeepBlue.ps1 .\evtx\metasploit-psexec-powershell-target-system.evtx
Mimikatz lsadump::sam	.\DeepBlue.ps1 .\evtx\mimikatz-privesc-hashdump.evtx
New user creation	.\DeepBlue.ps1 .\evtx\new-user-security.evtx
Obfuscation (encoding)	.\DeepBlue.ps1 .\evtx\Powershell-Invoke-Obfuscation-encoding-menu.evtx
Obfuscation (string)	.\DeepBlue.ps1 .\evtx\Powershell-Invoke-Obfuscation-string-menu.evtx
Password guessing	.\DeepBlue.ps1 .\evtx\smb-password-guessing-security.evtx
Password spraying	.\DeepBlue.ps1 .\evtx\password-spray.evtx
PowerSploit (security)	.\DeepBlue.ps1 .\evtx\powersploit-security.evtx
PowerSploit (system)	.\DeepBlue.ps1 .\evtx\powersploit-system.evtx
PSAttack	.\DeepBlue.ps1 .\evtx\psattack-security.evtx
User added to administrator group	.\DeepBlue.ps1 .\evtx\new-user-security.evtx

Output

DeepBlueCLI outputs in PowerShell objects, allowing a variety of output methods and types, including JSON, HTML, CSV, etc.

For example:

Output Type	Syntax
CSV	.\DeepBlue.ps1 .\evtx\psattack-security.evtx | ConvertTo-Csv
Format list (default)	.\DeepBlue.ps1 .\evtx\psattack-security.evtx | Format-List
Format table	.\DeepBlue.ps1 .\evtx\psattack-security.evtx | Format-Table
GridView	.\DeepBlue.ps1 .\evtx\psattack-security.evtx | Out-GridView
HTML	.\DeepBlue.ps1 .\evtx\psattack-security.evtx | ConvertTo-Html
JSON	.\DeepBlue.ps1 .\evtx\psattack-security.evtx | ConvertTo-Json
XML	.\DeepBlue.ps1 .\evtx\psattack-security.evtx | ConvertTo-Xml

Logging Setup

• Security event 4688 (Command line auditing):

Enable Windows command-line auditing: https://support.microsoft.com/en-us/kb/3004375

• Security event 4625 (Failed logons):

Requires auditing logon failures: https://technet.microsoft.com/en-us/library/cc976395.aspx

• PowerShell auditing (PowerShell 5.0):

DeepBlueCLI uses module logging (PowerShell event 4103) and script block logging (4104). It does not use transcription.

See: https://www.fireeye.com/blog/threat-research/2016/02/greater_visibilityt.html

To get the PowerShell commandline (and not just script block) on Windows 7 through Windows 8.1, add the following to \Windows\System32\WindowsPowerShell\v1.0\profile.ps1

$LogCommandHealthEvent = $true
$LogCommandLifecycleEvent = $true

See the following for more information:

• https://logrhythm.com/blog/powershell-command-line-logging/
• http://hackerhurricane.blogspot.com/2014/11/i-powershell-logging-what-everyone.html

Thank you: @heinzarelli and @HackerHurricane

Sysmon

• Install Sysmon from Sysinternals: https://docs.microsoft.com/en-us/sysinternals/downloads/sysmon
• DeepBlue and DeepWhite currently use Sysmon events, 1, 6 and 7.
• Log SHA256 hashes. Others are fine; DeepBlueCLI will use SHA256.