Potential PowerShell Obfuscation via Invalid Escape Sequences

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Potential PowerShell Obfuscation via Invalid Escape Sequences

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Identifies PowerShell scripts that use invalid escape sequences as a form of obfuscation. This technique introduces backticks (`) between characters in a way that does not correspond to valid PowerShell escape sequences, breaking up strings and bypassing pattern-based detections while preserving execution logic. This is designed to evade static analysis and bypass security protections such as the Antimalware Scan Interface (AMSI).

Rule type: esql

Rule indices: None

Severity: low

Risk score: 21

Runs every: 5m

Searches indices from: now-9m (Date Math format, see also Additional look-back time)

Maximum alerts per execution: 100

References: None

Tags:

  • Domain: Endpoint
  • OS: Windows
  • Use Case: Threat Detection
  • Tactic: Defense Evasion
  • Data Source: PowerShell Logs

Version: 1

Rule authors:

  • Elastic

Rule license: Elastic License v2

Setup

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Setup

The PowerShell Script Block Logging logging policy must be enabled. Steps to implement the logging policy with Advanced Audit Configuration:

Computer Configuration >
Administrative Templates >
Windows PowerShell >
Turn on PowerShell Script Block Logging (Enable)

Steps to implement the logging policy via registry:

reg add "hklm\SOFTWARE\Policies\Microsoft\Windows\PowerShell\ScriptBlockLogging" /v EnableScriptBlockLogging /t REG_DWORD /d 1

Rule query

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FROM logs-windows.powershell_operational* metadata _id, _version, _index
| WHERE event.code == "4104" and powershell.file.script_block_text LIKE "*`*"

// Replace string format expressions with 🔥 to enable counting the occurrence of the patterns we are looking for
// The emoji is used because it's unlikely to appear in scripts and has a consistent character length of 1
| EVAL replaced_with_fire = REPLACE(powershell.file.script_block_text, """[A-Za-z0-9_-]`(?![rntb]|\r|\n|\d)[A-Za-z0-9_-]""", "🔥")

// Count how many patterns were detected by calculating the number of 🔥 characters inserted
| EVAL count = LENGTH(replaced_with_fire) - LENGTH(REPLACE(replaced_with_fire, "🔥", ""))

// Keep the fields relevant to the query, although this is not needed as the alert is populated using _id
| KEEP count, replaced_with_fire, powershell.file.script_block_text, powershell.file.script_block_id, file.name, file.path, powershell.sequence, powershell.total, _id, _index, host.name, agent.id, user.id
| WHERE count >= 10

// Filter FPs, and due to the behavior of the LIKE operator, allow null values
| WHERE (file.name NOT LIKE "TSS_*.psm1" or file.name IS NULL)

Framework: MITRE ATT&CKTM