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Revoke-Obfuscation.psm1
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Revoke-Obfuscation.psm1
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# This file is part of Revoke-Obfuscation.
#
# Copyright 2017 Daniel Bohannon <@danielhbohannon>
# while at Mandiant <http://www.mandiant.com>
# and Lee Holmes <@Lee_Holmes>
# while at Microsoft <https://www.microsoft.com>
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
function Measure-RvoObfuscation
{
<#
.SYNOPSIS
Measure-RvoObfuscation orchestrates the feature vector extraction, whitelist comparisons, and obfuscation measurements for input script path (or URL), expression, script block, or Get-RvoScriptBlock result or results. Results are returned as an array of PSCustomObjects containing the input script and additional metadata (whitelisted, obfuscated, contents hash, etc.).
Revoke-Obfuscation Function: Measure-RvoObfuscation
Authors: Daniel Bohannon (@danielhbohannon) and Lee Holmes (@Lee_Holmes)
License: Apache License, Version 2.0
Required Dependencies: Check-Whitelist, Get-RvoFeatureVector, Measure-Vector, .\Requirements\CommandLine\Convert-PowerShellCommandLine.ps1
Optional Dependencies: None
.DESCRIPTION
Measure-RvoObfuscation orchestrates the feature vector extraction, whitelist comparisons, and obfuscation measurements for input script path (or URL), expression, script block, or Get-RvoScriptBlock result or results. Results are returned as an array of PSCustomObjects containing the input script and additional metadata (whitelisted, obfuscated, contents hash, etc.).
.PARAMETER Url
Specifies the URL(s) to the PowerShell script to measure for obfuscation.
.PARAMETER Path
Specifies the path(s) to the PowerShell script to measure for obfuscation.
.PARAMETER LiteralPath
Specifies the literal path to the PowerShell script to measure for obfuscation. Wildcards are not supported, and are treated as path characters.
.PARAMETER ScriptExpression
Specifies the PowerShell script expression(s) to measure for obfuscation.
.PARAMETER ScriptBlock
Specifies the PowerShell script block(s) to measure for obfuscation.
.PARAMETER GetRvoScriptBlockResult
Specifies the Get-RvoScriptBlockResult reassembled script block result(s) to measure for obfuscation.
.PARAMETER WhitelistFile
(Optional) Specifies file or list of files (supports wildcarding) to whitelist by file hash during current function invocation.
.PARAMETER WhitelistContent
(Optional) Specifies string or list of strings to whitelist during current function invocation.
.PARAMETER WhitelistRegex
(Optional) Specifies regex or list of regexes to whitelist during current function invocation.
.PARAMETER Deep
(Optional) Specifies that the deeper (but lower confidence) weighted vector be used (in Measure-Vector function) to measure input vector, thus a "deep" inspection that will allow more False Positives but fewer False Negatives than the default high confidence weighted vector.
.PARAMETER CommandLine
(Optional) Specifies that the command-specific (as opposed to the default script-specific) weighted vector be used (in Measure-Vector function) to measure input vector.
.PARAMETER OutputToDisk
(Optional) Outputs obfuscated results to disk at "$resultObfuscatedDir\$hash.ps1" where the $resultObfuscatedDir variable is defined at the end of Revoke-Obfuscation.psm1.
.EXAMPLE
C:\PS> $obfResults = Measure-RvoObfuscation -Url 'http://bit.ly/DBOdemo1' -Verbose
.EXAMPLE
C:\PS> $obfResults = Measure-RvoObfuscation -Path .\Demo\DBOdemo1.ps1 -Verbose
.EXAMPLE
C:\PS> $obfResults = Get-Content -Path .\Demo\DBOdemo1.ps1 -Raw | Measure-RvoObfuscation -Verbose -OutputToDisk
.EXAMPLE
C:\PS> $obfResults = Get-WinEvent Microsoft-Windows-PowerShell/Operational -FilterXPath {*[System[(EventID=4104)]]} | Get-RvoScriptBlock | Measure-RvoObfuscation -Verbose -OutputToDisk
.NOTES
This is a personal project developed by Daniel Bohannon and Lee Holmes while employees at MANDIANT, A FireEye Company and Microsoft, respectively.
.LINK
http://www.danielbohannon.com
http://www.leeholmes.com/blog/
#>
[CmdletBinding(DefaultParameterSetName = 'Path')]
param (
[Parameter(Position = 0, Mandatory = $true, ValueFromPipeline = $true, ParameterSetName = 'Url')]
[Alias('Uri')]
[System.Uri[]]
$Url,
[Parameter(Position = 0, Mandatory = $true, ParameterSetName = 'Path')]
[Alias('File')]
[System.String[]]
$Path,
[Parameter(Position = 0, Mandatory = $true, ValueFromPipelineByPropertyName = $true, ParameterSetName = 'LiteralPath')]
[Alias('PSPath')]
[System.String]
$LiteralPath,
[Parameter(Position = 0, Mandatory = $true, ValueFromPipeline = $true, ParameterSetName = 'ScriptExpression')]
[Alias('Expression','ScriptContent')]
[System.String[]]
$ScriptExpression,
[Parameter(Position = 0, Mandatory = $true, ValueFromPipeline = $true, ParameterSetName = 'ScriptBlock')]
[ScriptBlock[]]
$ScriptBlock,
[Parameter(Position = 0, Mandatory = $true, ValueFromPipeline = $true, ParameterSetName = 'GetRvoScriptBlockResult')]
[PSTypeName("RevokeObfuscation.RvoScriptBlockResult")]
$GetRvoScriptBlockResult,
[Parameter(Mandatory = $false, ValueFromPipeline = $false)]
[System.String[]]
$WhitelistFile,
[Parameter(Mandatory = $false, ValueFromPipeline = $false)]
[System.String[]]
$WhitelistContent,
[Parameter(Mandatory = $false, ValueFromPipeline = $false)]
[System.String[]]
$WhitelistRegex,
[Parameter(Mandatory = $false)]
[Switch]
$Deep,
[Parameter(Mandatory = $false)]
[Switch]
$CommandLine,
[Parameter(Mandatory = $false)]
[Switch]
$OutputToDisk
)
begin
{
# Generate hashes for all scripts/paths defined in the -WhitelistFile argument and add as whitelisted scripts for this current invocation.
$script:whitelistArgHashArray = @()
if ($WhitelistFile)
{
# Iterate through each script/path defined in the -WhitelistFile argument.
foreach ($inputFilePath in $WhitelistFile)
{
# Resolve file(s) from current $inputFilePath if they exist.
Try
{
$filesToWhitelist = $PSCmdlet.GetResolvedProviderPathFromPSPath($inputFilePath, [ref] $null)
}
Catch
{
$filesToWhitelist = $null
}
# Compute hash for each file resolved from current input file path and add hash to $script:whitelistArgHashArray (NOT $script:whitelistHashArray).
foreach ($file in $filesToWhitelist)
{
# Read in file for hashing to maintain parity with scripts ingested through non-file means (like from event logs).
$scriptContent = Get-Content -Path $file -Raw
# Compute hash for $file's raw contents.
$ms = New-Object System.IO.MemoryStream
$sw = New-Object System.IO.StreamWriter $ms
$sw.Write($scriptContent)
$sw.Flush()
$sw.BaseStream.Position = 0
$hash = (Get-FileHash -InputStream $sw.BaseStream -Algorithm SHA256).Hash
# Add hash to $script:whitelistArgHashArray as a PSCustomObject for later comparisons in Check-Whitelist function.
$script:whitelistArgHashArray += , [PSCustomObject] @{
Name = [System.String] $file
Value = [System.String] $hash
}
}
}
}
# Add all strings defined in the -WhitelistContent argument and add as whitelisted strings for this current invocation.
$script:whitelistArgStringArray = @()
if ($WhitelistContent)
{
foreach ($whitelistString in $WhitelistContent)
{
# Add result to $script:whitelistArgStringArray as a PSCustomObject for later comparisons in Check-Whitelist function.
$script:whitelistArgStringArray += , [PSCustomObject] @{
Name = [System.String] 'Defined via -WhitelistContent arg'
Value = [System.String] $whitelistString
}
}
}
# Add all strings defined in the -WhitelistRegex argument and add as whitelisted regex terms for this current invocation.
$script:whitelistArgRegexArray = @()
if ($WhitelistRegex)
{
foreach ($whitelistRegex in $WhitelistRegex)
{
# Add result to $script:whitelistArgRegexArray as a PSCustomObject for later comparisons in Check-Whitelist function.
$script:whitelistArgRegexArray += , [PSCustomObject] @{
Name = [System.String] 'Defined via -WhitelistRegex arg'
Value = [System.String] $whitelistRegex
}
}
}
# Array that will house single or multiple input scripts that will be evaluated.
$scriptContentArray = @()
}
process
{
# Handle various input formats to produce the same data format in the $scriptContent variable for calculating SHA256 hash.
switch ($PSCmdlet.ParameterSetName)
{
"Url" {
# Read in Url(s) as an expression.
foreach ($curUrl in $Url)
{
$scriptContentArray += [PSCustomObject] @{
Source = $curUrl
Content = (Invoke-WebRequest ([System.Uri] $curUrl)).Content
}
}
}
"Path" {
# Read in file path(s) as an expression.
foreach ($curPath in $executionContext.SessionState.Path.GetResolvedProviderPathFromProviderPath($Path, 'FileSystem'))
{
$scriptContentArray += [PSCustomObject] @{
Source = $curPath
Content = Get-Content -Path $curPath -Raw
}
}
}
"LiteralPath" {
# Read in file path(s) as an expression.
$scriptContentArray += [PSCustomObject] @{
Source = (Get-Item -LiteralPath $LiteralPath).FullName
Content = Get-Content -LiteralPath $LiteralPath -Raw
}
}
"ScriptExpression" {
# Cast each ScriptExpression as a string.
foreach ($curScriptExpression in $ScriptExpression)
{
# If a single URL string is passed to this function via the pipeline then it will be interpreted as a ScriptExpression, so throw a warning for this scenario.
if ($curScriptExpression.StartsWith('http'))
{
Write-Warning "Input looks like a URL but is being interpreted as a ScriptExpression.`n If it is an URL then specify the -Url flag or cast value to [System.Uri[]]."
}
$scriptContentArray += [PSCustomObject] @{
Source = "<Direct>"
Content = [System.String] $curScriptExpression
}
}
}
"GetRvoScriptBlockResult" {
# Extract ScriptBlock property from each curGetRvoScriptBlockResult object.
foreach ($curGetRvoScriptBlockResult in $GetRvoScriptBlockResult)
{
$scriptContentArray += [PSCustomObject] @{
Source = $curGetRvoScriptBlockResult
Content = [System.String] $curGetRvoScriptBlockResult.ScriptBlock
}
}
}
"ScriptBlock" {
# Cast each ScriptBlock as a string.
foreach ($curScriptBlock in $ScriptBlock)
{
$scriptContentArray += [PSCustomObject] @{
Source = $curScriptBlock
Content = [System.String] $curScriptBlock
}
}
}
}
}
end
{
# Iterate through each $scriptContent value in $scriptContentArray and return the resultant array of PSCustomObject values.
$counter = 0
$totalCount = $scriptContentArray.Count
return $scriptContentArray | ForEach-Object {
$source = $_.Source
$scriptContent = $_.Content
# If -CommandLine switch is selected then clean up the arguments for proper feature extraction and measurement.
if ($CommandLine.IsPresent)
{
# Clean up the command line formatting for powershell.exe like decoding encoded commands, replacing -command "whole command goes here" with -command { whole command goes here }, etc.
$scriptContent = . $scriptDir\Requirements\CommandLine\Convert-PowerShellCommandLine.ps1 $scriptContent
}
$counter++
# Compute hash for input $scriptContent.
$ms = New-Object System.IO.MemoryStream
$sw = New-Object System.IO.StreamWriter $ms
$sw.Write($scriptContent)
$sw.Flush()
$sw.BaseStream.Position = 0
$hash = (Get-FileHash -InputStream $sw.BaseStream -Algorithm SHA256).Hash
# Check if input $scriptContent matches any of the whitelisting options (SHA256 hash match, content match, or regex match).
[System.Timespan] $checkTime = Measure-Command { $whitelistResult = Check-Whitelist -ScriptContent $scriptContent -Hash $hash }
if ($whitelistResult.Match)
{
if ($PSBoundParameters.Verbose)
{
Write-Host "[$counter of $totalCount] WHITELISTED :: " -NoNewline -ForegroundColor Green
Write-Host "($hash)" -ForegroundColor White
}
# Set $measureTime to zero since no vector measurement will be performed for whitelisted input.
$measureTime = [System.Timespan]::Zero
# Set remaining variables to default values for whitelisted content so they can be added to resultant PSCustomObject after this if block.
$obfuscated = $false
$obfuscatedScore = [System.Double] 0.0
$resultFile = "No Result File"
}
else
{
# Not whitelisted so we will proceed with extracting features and then measuring these features against specified weighted vector.
# Scrape features from input $scriptContent, storing the time in $checkTime.
[System.Timespan] $checkTime = Measure-Command { $scriptFeatures = Get-RvoFeatureVector -ScriptExpression $scriptContent }
# Measure features vector scraped from input $scriptContent, storing the time in $measureTime.
[System.Timespan] $measureTime = Measure-Command { $vectorMeasurement = Measure-Vector -FeatureVector $scriptFeatures -Deep:$Deep -CommandLine:$CommandLine }
# Set obfuscated values in variable so they can be added to resultant PSCustomObject after this else block.
$obfuscated = $vectorMeasurement.Obfuscated
$obfuscatedScore = $vectorMeasurement.ObfuscatedScore
if ($obfuscated)
{
if ($PSBoundParameters.Verbose)
{
Write-Host "[$counter of $totalCount] OBFUSCATED :: " -NoNewline -ForegroundColor Red
Write-Host "($hash)" -ForegroundColor White
}
# If -OutputToDisk flag was selected then output obfuscated script(s) to $resultObfuscatedDir.
if ($OutputToDisk)
{
# Create results directory if it does not exist.
if (-not (Test-Path $resultObfuscatedDir))
{
New-Item -ItemType Directory -Path $resultObfuscatedDir -Force
}
$resultFile = "$resultObfuscatedDir\$hash.ps1"
Set-Content -Path $resultFile -Value $scriptContent -NoNewline
}
else
{
$resultFile = "No Result File (-OutputToDisk flag not set)"
}
}
else
{
$resultFile = "No Result File"
if ($PSBoundParameters.Verbose)
{
Write-Host "[$counter of $totalCount] NOT OBFUSCATED :: " -NoNewline -ForegroundColor Green
Write-Host "($hash)" -ForegroundColor White
}
}
}
# Return result as a PSCustomObject.
[PSCustomObject] @{
PSTypeName = "RevokeObfuscation.Result"
ScriptContent = [System.String] $scriptContent
Hash = [System.String] $hash
Source = [System.String] $source
Obfuscated = [System.Boolean] $obfuscated
ObfuscatedScore = [System.Double] $obfuscatedScore
ResultFile = [System.String] $resultFile
CheckTime = [System.Timespan] $checkTime
MeasureTime = [System.Timespan] $measureTime
Whitelisted = [System.Boolean] $whitelistResult.Match
WhitelistResult = [PSCustomObject] $whitelistResult
ScriptFeatures = [System.Collections.Specialized.OrderedDictionary] $scriptFeatures
}
}
}
}
function Measure-Vector
{
<#
.SYNOPSIS
Measure-Vector compares input feature vector against weighted vector ($weightedVector) computed during the training phase using ModelTrainer.cs/ModelTrainer.exe. Measure-Vector returns a PSCustomObject with a boolean and double containing information detailing the obfuscation level for the input feature vector.
Revoke-Obfuscation Helper Function: Measure-Vector
Authors: Daniel Bohannon (@danielhbohannon) and Lee Holmes (@Lee_Holmes)
License: Apache License, Version 2.0
Required Dependencies: None
Optional Dependencies: None
.DESCRIPTION
Measure-Vector compares input feature vector against weighted vector ($weightedVector) computed during the training phase using ModelTrainer.cs/ModelTrainer.exe. Measure-Vector returns a PSCustomObject with a boolean and double containing information detailing the obfuscation level for the input feature vector.
.PARAMETER FeatureVector
Specifies the feature vector generated from the Get-RvoFeatureVector function to measure the obfuscation of the current script.
.PARAMETER Deep
(Optional) Specifies that the deeper (but lower confidence) weighted vector be used to measure input vector, thus a "deep" inspection that will allow more False Positives but fewer False Negatives than the default high confidence weighted vector.
.PARAMETER CommandLine
(Optional) Specifies that the command-specific (as opposed to the default script-specific) weighted vector be used to measure input vector.
.NOTES
This is a personal project developed by Daniel Bohannon and Lee Holmes while employees at MANDIANT, A FireEye Company and Microsoft, respectively.
.LINK
http://www.danielbohannon.com
http://www.leeholmes.com/blog/
#>
param (
[Parameter(Position = 0, Mandatory = $true, ValueFromPipeline = $true, ParameterSetName = 'FeatureVector')]
[System.Collections.Specialized.OrderedDictionary]
$FeatureVector,
[Parameter(Mandatory = $false)]
[Switch]
$Deep,
[Parameter(Mandatory = $false)]
[Switch]
$CommandLine
)
# Weighted feature vector generated from ModelTrainer.cs/ModelTrainer.exe during the training phase.
<#
Accuracy: 0.8926
Precision: 0.8977
Recall: 0.8849
F1Score: 0.8913
TruePositiveRate: 0.4403
FalsePositiveRate: 0.0502
TrueNegativeRate: 0.4523
FalseNegativeRate: 0.0573
#>
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# Weighted feature vector generated from ModelTrainer.cs/ModelTrainer.exe during the training phase based on in-the-wild samples.
<#
Accuracy: 0.9605
Precision: 0.9609
Recall: 0.9353
F1Score: 0.9479
TruePositiveRate: 0.3595
FalsePositiveRate: 0.0146
TrueNegativeRate: 0.6010
FalseNegativeRate: 0.0249
#>
[System.Double[]] $highConfidenceWeightedVector = @(-218.9926, -4217.0000, 4076.5585, -350918.0000, 77447.5892, -3002.5000, -22984.7197, -23885.5079, 26376.7328, 1352.0000, -608.9274, -12721.5000, -3720.4697, 54935.0000, 15304.8156, 56435.5000, 11551.4227, 32070.0000, -27850.5045, 363390.4960, 48386.7596, 86796.4960, 115933.7263, -142831.0000, -19778.0061, 27639.5000, -16901.6964, -112857.0000, -18112.9123, 36851.0000, 26375.9568, -42031.5000, -12559.1599, 68426.5000, -18339.7905, 11003.5000, -53896.8043, 67648.0000, -17532.5011, 23215.5000, 36132.7856, -69678.5000, -25248.0458, 38203.5000, 11361.4763, -240334.0000, -38771.9378, 49142.5000, 64353.4157, 10302.4960, 406.4446, -34459.5000, -2955.8546, 21300.9960, 2941.5979, 5791.0000, 1330.2587, 36602.0000, 2619.8913, 12664.5000, 4416.3735, -100050.0000, -37366.5084, 5710.0000, 2633.9551, 158147.9603, -18158.4740, 161825.9722, -20001.9312, 64935.0000, -43777.5056, 31906.5000, 13462.1346, 60106.5000, 7133.7619, 40188.5000, -14606.4479, 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# Weighted feature vector generated from ModelTrainer.cs/ModelTrainer.exe during the training phase based on in-the-wild samples.
<#
Accuracy / False Positive rate on training data = 0.9970 / 0.0003
Test data:
Accuracy: 0.9959
Precision: 0.9937
Recall: 0.9918
F1Score: 0.9927
TruePositiveRate: 0.2789
FalsePositiveRate: 0.0018
TrueNegativeRate: 0.7170
FalseNegativeRate: 0.0023
#>
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-113.1000, 429.5003, -302.6541, -937.0656, 0.0000, 0.0000, -89.4000, -111.2983, 572.4079, 1524.9735, 0.0000, 0.0000, 0.0000, 0.0000, -311.6817, -1446.6664, 112.4806, 922.6393, 0.0000, 0.0000, 0.0000, 0.0000, -230.4000, -240.2807, 195.6262, -321.1331, 0.0000, 0.0000, 0.0000, 0.0000, 0.0000, 0.0000, 0.0000, 0.0000, 0.0000, 0.0000, 0.0000, 0.0000, -327.8817, -1181.5688, -1173.2796, -1594.3245, 0.0000, 0.0000, 0.0000, 0.0000, 0.0000, 0.0000, 0.0000, 0.0000, 0.0000, 0.0000, 0.0000, 0.0000, -52.2000, 30.8189, -192.0312, -194.0559, 0.0000, 0.0000, 0.0000, 0.0000, 1.2000, 3.7595, -135.0000, -436.3267, 0.0000, 0.0000, 3.9000, 10.0009, 87.9118, 510.2184, -350.4000, -251.9345, -225.5699, -1013.6835, 0.9000, 3.2143, 76.4688, 431.6988, 1.5000, 8.2143, -188.1000, -399.3520, -97.7817, 1428.1009, 341.1254, 1825.8989, 0.0000, 0.0000, -30.9000, 31.7028, 235.8197, 656.1123, 195.3000, 1604.9238, -62.1018, 2597.4403, 0.0000, 0.0000, 0.0000, 0.0000, -87.3000, -140.9125, -555.0033, -1279.2295, -194.7000, -120.9754, 705.0197, -578.2985, 0.6000, 5.4545, 2.7000, 467.2122, -169.2000, -19.4120, -167.9724, -1157.7486, 0.0000, 0.0000, -119.4000, 39.3299, -640.7699, -430.7979, 0.0000, 0.0000, 0.0000, 0.0000, 0.0000, 0.0000, 0.0000, 0.0000, 0.0000, 0.0000, 0.0000, 0.0000, 0.0000, 0.0000, 0.0000, 0.0000, 0.0000, 0.0000, 0.0000, 0.0000, 0.0000, 0.0000, 0.0000, 0.0000, 0.0000, 0.0000, 0.0000, 0.0000, 0.0000, 0.0000, 0.0000, 0.0000, 1009.7784, 1418.4377, 0.0000, 0.0000, 0.0000, 0.0000, 0.0000, 0.0000, 66.0000, 212.0348, -712.1341, -2775.8041, 0.0000, 0.0000, 21.9000, 1383.0182, -2.3842, -465.6471, 0.0000, 0.0000, 0.0000, 0.0000, 0.0000, 0.0000, -18.6000, 18.8991, 442.7745, 3144.8217, 0.0000, 0.0000, 19.5000, 47.2059, 368.1118, 890.4916, 9.3000, 40.9160, -289.1817, -892.8081, 0.6000, 0.7595, 331.8035, 746.0012, 0.0000, 0.0000, 111.9018, 507.1677, 1741.5519, 49.4928, 49.4928, 49.4928, 49.4928, 49.4928, 0.0000, 32.7036, 96.2196, -8.6715, 99.1979, 5.7007, -2.9783, -54.9792, -473.6772, -234.8969, 472.7913, -172.1969, -946.4684, -1852.4971, 19.9326, 11.4960, 23.3641, 30.4160, 23.7506, -18.9200)
# Set appropriate $weightedVector value, defaulting to the higher confidence weighted vector ($highConfidenceWeightedVector) unless the -Deep or -CommandLine switches are specified.
if ($Deep.IsPresent)
{
$weightedVector = $broadNetWeightedVector
}
elseif ($CommandLine.IsPresent)
{
$weightedVector = $commandLineWeightedVector
}
else
{
$weightedVector = $highConfidenceWeightedVector
}
# The number of elements in the input $FeatureVector array and the pre-generated $weightedVector array must be equal in order to accurately measure the obfuscation level of the input $FeatureVector array.
# This mismatch will occur if: 1) check scripts are altered or removed, 2) additional check scripts are added to the Checks directory, or 3) an updated $weightedVector array is added above.
if ($FeatureVector.Count -ne ($weightedVector.Count - 1))
{
Write-Error "Feature count mismatch ($($FeatureVector.Count) -ne $($weightedVector.Count - 1))"
}
[System.Double] $obfuscationProbability = $weightedVector[0]
for ($i = 0; $i -lt ($weightedVector.Length - 1); $i++)
{
$obfuscationProbability += ($weightedVector[$i + 1] * $FeatureVector[$i])
}
$weight = 1.0 / (1.0 + [Math]::Exp(-$obfuscationProbability))
if ($weight -gt 0.5)
{
$obfuscated = $true
}
else
{
$obfuscated = $false
}
# Return result as a PSCustomObject.
[PSCustomObject] @{
Obfuscated = [System.Boolean] $obfuscated
ObfuscatedScore = [System.Double] $weight
}
}
function Add-CSharpCheck
{
<#
.SYNOPSIS
Add-CSharpCheck compiles (via Add-Type) all CSharp .cs check files located in the Checks directory and adds the compiled class/method pairs to the $script:cSharpCheckMethods variable for later retrieval and check invocations in the Get-RvoFeatureVector function.
Revoke-Obfuscation Helper Function: Add-CSharpCheck
Authors: Daniel Bohannon (@danielhbohannon) and Lee Holmes (@Lee_Holmes)
License: Apache License, Version 2.0
Required Dependencies: None
Optional Dependencies: None
.DESCRIPTION
Add-CSharpCheck compiles (via Add-Type) all CSharp .cs check files located in the Checks directory and adds the compiled class/method pairs to the $script:cSharpCheckMethods variable for later retrieval and check invocations in the Get-RvoFeatureVector function.
.NOTES
This is a personal project developed by Daniel Bohannon and Lee Holmes while employees at MANDIANT, A FireEye Company and Microsoft, respectively.
.LINK
http://www.danielbohannon.com
http://www.leeholmes.com/blog/
#>
Write-Verbose "Compiling CSharp Check Functions"
Write-Verbose "Add-Type -Path .\Requirements\RevokeObfuscationHelpers.cs,.\Checks\*.cs -PassThru"
# Compile required CSharp helper functions in the .\Requirements\ directory and feature extraction check functions in the .\Checks\ directory.
$outputTypes = Add-Type -Path $scriptDir\Requirements\RevokeObfuscationHelpers.cs,$scriptDir\Checks\*.cs -PassThru
# Add compiled CSharp functions to $script:cSharpCheckMethods for later reference when extracting features from input script.
$script:cSharpCheckMethods = @()
foreach ($outputType in $outputTypes | Where-Object { $_.GetMethod("AnalyzeAst") })
{
$className = $outputType.Name
$methodName = "AnalyzeAst"
$script:cSharpCheckMethods += , @($className , $methodName)
Write-Verbose "Check Compiled :: [$className]::$methodName"
}
}
function Update-RvoWhitelist
{
<#
.SYNOPSIS
Update-RvoWhitelist computes SHA256 hashes for any scripts located in the $whitelistDir directory and adds these hashes and any content and/or regular expression whitelist rule names and terms defined in Strings_To_Whitelist.txt and Regex_To_Whitelist.txt files in the Whitelists directory to their respective arrays. These arrays are used by the Check-Whitelist function to whitelist defined scripts and script content when using the Measure-RvoObfuscation function.
Revoke-Obfuscation Helper Function: Update-RvoWhitelist
Authors: Daniel Bohannon (@danielhbohannon) and Lee Holmes (@Lee_Holmes)
License: Apache License, Version 2.0
Required Dependencies: None
Optional Dependencies: None
.DESCRIPTION
Update-RvoWhitelist computes SHA256 hashes for any scripts located in the $whitelistDir directory and adds these hashes and any content and/or regular expression whitelist rule names and terms defined in Strings_To_Whitelist.txt and Regex_To_Whitelist.txt files in the Whitelists directory to their respective arrays. These arrays are used by the Check-Whitelist function to whitelist defined scripts and script content when using the 7fuscation function.
.NOTES
This is a personal project developed by Daniel Bohannon and Lee Holmes while employees at MANDIANT, A FireEye Company and Microsoft, respectively.
.LINK
http://www.danielbohannon.com
http://www.leeholmes.com/blog/
#>
# Query all scripts in the $whitelistDir directory that we will hash as whitelisted scripts.
$script:whitelistHashArray = @()
if (Test-Path $whitelistDir)
{
$whitelistFiles = Get-ChildItem $whitelistDir
# Compute hash for each file in $whitelistFiles directory and add hash to $script:whitelistHashArray.
foreach ($file in $whitelistFiles)
{
# Read in file for hashing to maintain parity with scripts ingested through non-file means (like from event logs).
$scriptContent = Get-Content -Path $file.FullName -Raw
# Compute hash for $fileToWhitelist.
$ms = New-Object System.IO.MemoryStream
$sw = New-Object System.IO.StreamWriter $ms
$sw.Write($scriptContent)
$sw.Flush()
$sw.BaseStream.Position = 0
$hash = (Get-FileHash -InputStream $sw.BaseStream -Algorithm SHA256).Hash
# Add result as a PSCustomObject.
$script:whitelistHashArray += , [PSCustomObject] @{
Name = [System.String] $file.FullName
Value = [System.String] $hash
}
}
Write-Verbose "Computed hashes for $($whitelistFiles.Count) file(s) in whitelist directory $whitelistDir"
}
# Read in content of $whitelistContentFile into an array.
$script:whitelistStringArray = @()
if (Test-Path $whitelistContentFile)
{
# Parse out each line into an array of termName and termValue for more description behind each whitelisted result (and forced auditing of why a particular whitelist rule was added).
Get-Content $whitelistContentFile | Where-Object { $_.Length -ne 0 } | ForEach-Object {
$termName = $_.Substring(0,$_.IndexOf(','))
$termValue = $_.Substring($_.IndexOf(',') + 1)
# Add result as a PSCustomObject.
$script:whitelistStringArray += , [PSCustomObject] @{
Name = [System.String] $termName
Value = [System.String] $termValue
}
}
}
Write-Verbose "Loaded $($script:whitelistStringArray.Count) whitelisted string(s) from $whitelistContentFile"
# Read in content of $whitelistRegexFile into an array.
$script:whitelistRegexArray = @()
if (Test-Path $whitelistRegexFile)
{
# Parse out each line into an array of termName and termValue for more description behind each whitelisted result (and forced auditing of why a particular whitelist rule was added).
Get-Content $whitelistRegexFile | Where-Object { $_.Length -ne 0 } | ForEach-Object {
$termName = $_.Substring(0,$_.IndexOf(','))
$termValue = $_.Substring($_.IndexOf(',') + 1)
# Add result as a PSCustomObject.
$script:whitelistRegexArray += , [PSCustomObject] @{
Name = [System.String] $termName
Value = [System.String] $termValue
}
}
}
Write-Verbose "Loaded $($script:whitelistRegexArray.Count) whitelisted regex(es) from $whitelistRegexFile"
}
function Check-Whitelist
{
<#
.SYNOPSIS
Check-Whitelist checks input script against all values in the three whitelisting avenues (SHA256, content/string whitelist, RegEx whitelist) set in the Update-RvoWhitelist function. Check-Whitelist returns a PSCustomObject containing information about the whitelisting result, including (if whitelisted) the whitelist type, rule name and value that matched.
Revoke-Obfuscation Helper Function: Check-Whitelist
Authors: Daniel Bohannon (@danielhbohannon) and Lee Holmes (@Lee_Holmes)
License: Apache License, Version 2.0
Required Dependencies: None
Optional Dependencies: None
.DESCRIPTION
Check-Whitelist checks input script against all values in the three whitelisting avenues (SHA256, content/string whitelist and RegEx whitelist) set in the Update-RvoWhitelist function. Check-Whitelist returns a PSCustomObject containing information about the whitelisting result, including (if whitelisted) the whitelist type, rule name and value that matched.
.PARAMETER ScriptContent
Specifies the PowerShell script expression to check against all values in the three whitelist value arrays (SHA256, content/string and RegEx).
.PARAMETER Hash
Specifies the SHA256 hash of the input PowerShell script expression.
.NOTES
This is a personal project developed by Daniel Bohannon and Lee Holmes while employees at MANDIANT, A FireEye Company and Microsoft, respectively.
.LINK
http://www.danielbohannon.com
http://www.leeholmes.com/blog/
#>
param (
[Parameter(Position = 0, Mandatory = $true)]
[System.String]
$ScriptContent,
[Parameter(Position = 0, Mandatory = $true)]
[System.String]
$Hash
)
# If input hash is found in $script:whitelistHashArray or $script:whitelistArgHashArray (populated during Measure-RvoObfuscation invocation via -WhitelistFile argument) then return positive match information in PSCustomObject.
if (($script:whitelistHashArray + $script:whitelistArgHashArray).Value -contains $Hash)
{
# Retrieve matching whitelist term, selecting the first match in case there are duplicates.
$whitelistTerm = ($script:whitelistHashArray + $script:whitelistArgHashArray) | Where-Object { $_.Value -eq $Hash } | Select-Object -First 1
# Return result as a PSCustomObject.
return [PSCustomObject] @{
Match = [System.Boolean] $true
Type = [System.String] 'Whitelisted Hash'
Name = [System.String] $whitelistTerm.Name
Value = [System.String] $whitelistTerm.Value
}
}
# If any single string value in $script:whitelistStringArray or $script:whitelistArgStringArray (populated during Measure-RvoObfuscation invocation via -WhitelistContent argument) is found in $scriptContent then return positive match information in PSCustomObject.
foreach ($whitelistTerm in ($script:whitelistStringArray + $script:whitelistArgStringArray))
{
if ($scriptContent.Contains($whitelistTerm.Value))
{
# Return result as a PSCustomObject.
return [PSCustomObject] @{
Match = [System.Boolean] $true
Type = [System.String] 'Whitelisted String'
Name = [System.String] $whitelistTerm.Name
Value = [System.String] $whitelistTerm.Value
}
}
}
# If any single regex value in $script:whitelistRegexArray or $script:whitelistArgRegexArray (populated during Measure-RvoObfuscation invocation via -WhitelistRegex argument) is found in $scriptContent then return positive match information in PSCustomObject.
foreach ($whitelistTerm in ($script:whitelistRegexArray + $script:whitelistArgRegexArray))
{
if ($scriptContent -match $whitelistTerm.Value)
{
# Return result as a PSCustomObject.
return [PSCustomObject] @{
Match = [System.Boolean] $true
Type = [System.String] 'Whitelisted Regex'
Name = [System.String] $whitelistTerm.Name
Value = [System.String] $whitelistTerm.Value
}
}
}
# Return $false (not whitelisted) as a PSCustomObject if no matches in above whitelist checks.
return [PSCustomObject] @{
Match = [System.Boolean] $false
Type = [System.String] 'Not Whitelisted'
Name = [System.String] 'Not Whitelisted'
Value = [System.String] 'Not Whitelisted'
}
}
function Get-RvoFeatureVector
{
<#
.SYNOPSIS
Get-RvoFeatureVector extracts thousands of features from input script via execution of all AST-based (Abstract Syntax Tree) .cs check files located in the Checks directory and returns them as an ordered hashtable. These features can be compared to weighted vectors in the Measure-RvoObfuscation function to determine obfuscation level.
Revoke-Obfuscation Function: Get-RvoFeatureVector
Authors: Daniel Bohannon (@danielhbohannon) and Lee Holmes (@Lee_Holmes)
License: Apache License, Version 2.0
Required Dependencies: None
Optional Dependencies: None
.DESCRIPTION
Get-RvoFeatureVector extracts thousands of features from input script via execution of all AST-based (Abstract Syntax Tree) .cs check files located in the Checks directory and returns them as an ordered hashtable. These features can be compared to weighted vectors in the Measure-RvoObfuscation function to determine obfuscation level.
.PARAMETER Path
Specifies the path to the PowerShell script from which the function will extract features.
.PARAMETER ScriptExpression
Specifies the PowerShell script expression from which the function will extract features.
.PARAMETER ScriptBlock
Specifies the PowerShell script block from which the function will extract features.
.EXAMPLE
C:\PS> Get-RvoFeatureVector -Path .\Demo\DBOdemo1.ps1
.EXAMPLE
C:\PS> Get-ChildItem .\Demo\DBOdemo2.ps1 | Get-RvoFeatureVector
.EXAMPLE
C:\PS> Get-RvoFeatureVector -ScriptExpression (Get-Content -Raw .\Demo\DBOdemo1.ps1)
.EXAMPLE
C:\PS> Get-Content -Raw .\Demo\DBOdemo2.ps1 | Get-RvoFeatureVector
.NOTES
This is a personal project developed by Daniel Bohannon and Lee Holmes while employees at MANDIANT, A FireEye Company and Microsoft, respectively.
.LINK
http://www.danielbohannon.com
http://www.leeholmes.com/blog/
#>
[CmdletBinding()]
param (
[Parameter(Position = 0, Mandatory = $true, ValueFromPipeline = $true, ParameterSetName = 'Path')]
[System.IO.FileInfo]
$Path,
[Parameter(Position = 0, Mandatory = $true, ValueFromPipeline = $true, ParameterSetName = 'ScriptExpression')]
[System.String[]]
$ScriptExpression,
[Parameter(Position = 0, Mandatory = $true, ValueFromPipeline = $true, ParameterSetName = 'ScriptBlock')]
[ScriptBlock[]]
$ScriptBlock
)
# Handle various input formats to produce the same data format in the $scriptContent variable.
switch ($PSCmdlet.ParameterSetName)
{
"Path" {
# Read in file path as an expression.
$scriptContent = Get-Content -Path $Path -Raw
}
"ScriptExpression" {
$scriptContent = [System.String] $ScriptExpression
}
"ScriptBlock" {
# Treat an input script block as an expression from an AST parsing perspective.
$scriptContent = [System.String] $ScriptBlock
}
}
# Parse $scriptContent into an AST object.
$ast = [System.Management.Automation.Language.Parser]::ParseInput($scriptContent,[Ref] $null,[Ref] $null)
# Create ordered hashtable to store all CheckScript results for current AST object.
$allCheckScriptResults = [Ordered] @{}
# Execute each checkScript method compiled from CSharp check scripts against input AST object.
foreach ($checkScript in $script:cSharpCheckMethods)
{
# Invoke current checkScript.
$checkScriptResult = $null
try
{
$checkScriptResult = ([Type] $checkScript[0])::($checkScript[1]).Invoke($ast)
}
catch
{
Write-Error $ErrorMessage
}
# Add current CheckScript results to total result hashtable.
if ($checkScriptResult)
{
# Results from CSharp checks are converted to SortedDictionary objects so there is no need to sort results here.
$allCheckScriptResults += $checkScriptResult
}
else
{
Write-Error "No results were returned from current check: [$($checkScript[0])]::$($checkScript[1])"
}
}
# Return combined results from all checkScript method invocations.
return $allCheckScriptResults
}
function Get-RvoScriptBlock
{
<#
.SYNOPSIS
Get-RvoScriptBlock extracts and reassembles PowerShell scripts and commands from script block logs found in PowerShell Operational event log EID 4104 events, returning them as a PSCustomObject with additional metadata fields (like % reassembled, log level, time created, etc.).
Revoke-Obfuscation Function: Get-RvoScriptBlock
Authors: Daniel Bohannon (@danielhbohannon) and Lee Holmes (@Lee_Holmes)
License: Apache License, Version 2.0
Required Dependencies: None
Optional Dependencies: None
.DESCRIPTION
Get-RvoScriptBlock extracts and reassembles PowerShell scripts and commands from script block logs found in PowerShell Operational event log EID 4104 events, returning them as a PSCustomObject with additional metadata fields (like % reassembled, log level, time created, etc.).
.PARAMETER Path
Specifies the path to PowerShell Operational event log(s). Handles .evt/.evtx and MIR/HX event log audit file formats.
.PARAMETER EventLogRecord
Specifies the event log record format produced when running Get-WinEvent cmdlet against an event log or .evt/.evtx event log file on disk or in memory.
.PARAMETER CimInstance
Specifies the event log record format returned when querying a local or remote event log with Get-CSEventLogEntry cmdlet in Matt Graeber's (@mattifestation) CimSweep framework.
CimSweep: https://github.com/PowerShellMafia/CimSweep
An additional registry key must be added to trick WMI into querying a non-classic event log (PowerShell Operational event log).
See the NOTES section for sample syntax to add this registry key and start using CimSweep's Get-CSEventLogEntry cmdlet.
Thanks to noted Blue Teamer Matt Graeber (@mattifestation) for this information and technique.
.PARAMETER Deep
(Optional) Returns all script blocks (bypassing the default unique'ing functionality of this function) and does not discard common default script block values defined in the $scriptBlockValuesToIgnoreForReduceSwitch variable at the beginning of the function.
.PARAMETER Verbose
(Optional) Displays verbose status of event record parsing and reassembling.
.EXAMPLE
C:\PS> Get-RvoScriptBlock -Path 'C:\Windows\System32\Winevt\Logs\Microsoft-Windows-PowerShell%4Operational.evtx'
.EXAMPLE
C:\PS> Get-ChildItem .\Demo\demo.evtx | Get-RvoScriptBlock -Verbose
.EXAMPLE
C:\PS> Get-ChildItem C:\MirOrHxAuditFiles\*_w32eventlogs.xml | Get-RvoScriptBlock -Verbose
.EXAMPLE
C:\PS> Get-WinEvent -LogName "Microsoft-Windows-PowerShell/Operational" | Get-RvoScriptBlock -Deep
.EXAMPLE
C:\PS> Get-CSEventLogEntry -LogName Microsoft-Windows-PowerShell/Operational | Get-RvoScriptBlock