Question Analysis
In a Linux environment, an elevated process was used to execute a command that read /etc/shadow and redirected its output to a file. Identify what file name was employed to store these results.
3723ab77-c546-403c-8fb4-bb577033b235
Question ID
6/23
Models Correct
1
Valid Answer
26%
Success Rate
Reference Answer
Human-validated correct answer for this question
T1003.008.txt
Model Performance Comparison
See how different AI models performed on this question
Model | Answer | KQL Query | Status | Attempts | Time | Cost |
---|---|---|---|---|---|---|
gemini-2.5-flash-preview-04-17 | No answer provided | No query generated | Incorrect | 5 | 0.00s | 0.0292 |
gpt-35-turbo | No answer provided | No query generated | Incorrect | 5 | 0.00s | 0.0109 |
gpt-4-turbo-2024-04-09 | No answer provided | No query generated | Incorrect | 5 | 0.00s | 0.2304 |
gpt-4.1 | No answer provided | No query generated | Incorrect | 5 | 0.00s | 0.0514 |
gpt-4.1-finetuned | No answer provided | No query generated | Incorrect | 5 | 0.00s | 0.0521 |
gpt-4.1-mini | No answer provided | No query generated | Incorrect | 5 | 0.00s | 0.0079 |
gpt-4.1-nano | No answer provided | No query generated | Incorrect | 5 | 0.00s | 0.0015 |
gpt-4o | No answer provided | No query generated | Incorrect | 5 | 0.00s | 0.0539 |
gpt-5-high | T1003.008.txt | let ShadowRedirects =
DeviceProcessEvents
| join kind=inner (DeviceInfo | project DeviceId, OSPlatform) on DeviceId
| where OSPlatform =~ "Linux"
| where ActionType == "ProcessCreated"
| where ProcessCommandLine has "/etc/shadow" and (ProcessCommandLine contains '>' or ProcessCommandLine has 'tee')
// Extract redirection targets: >, >>, 1>, 1>> with optional quotes
| extend redirect_dq = extract(@'(?:(?:^|[\s;|&]))(?:\d?>{1,2})\s*"(.*?)"', 1, ProcessCommandLine)
| extend redirect_sq = extract(@'(?:(?:^|[\s;|&]))(?:\d?>{1,2})\s*''([^'']+)''', 1, ProcessCommandLine)
| extend redirect_uq = extract(@'(?:(?:^|[\s;|&]))(?:\d?>{1,2})\s*([^\s;|&]+)', 1, ProcessCommandLine)
// Extract tee target (first non-option arg after tee)
| extend tee_dq = extract(@'\btee\b\s+(?:-[A-Za-z-]+\s+)*"(.*?)"', 1, ProcessCommandLine)
| extend tee_sq = extract(@'\btee\b\s+(?:-[A-Za-z-]+\s+)*''([^'']+)''', 1, ProcessCommandLine)
| extend tee_uq = extract(@'\btee\b\s+(?:-[A-Za-z-]+\s+)*([^\s;|&]+)', 1, ProcessCommandLine)
| extend OutputPath = coalesce(redirect_dq, redirect_sq, redirect_uq, tee_dq, tee_sq, tee_uq)
| where isnotempty(OutputPath)
// Elevated process heuristics
| where tolower(AccountName) == "root"
or tolower(InitiatingProcessAccountName) == "root"
or tostring(ProcessTokenElevation) =~ "Elevated"
or tostring(InitiatingProcessTokenElevation) =~ "Elevated"
or ProcessCommandLine has "sudo "
or ProcessCommandLine has "su -c"
| extend OutputFileName = tostring(extract(@'([^/\\]+)$', 1, OutputPath))
| project TimeGenerated, DeviceId, DeviceName, AccountName, InitiatingProcessAccountName, ProcessCommandLine, OutputPath, OutputFileName;
// Report the file name(s) used to store results
ShadowRedirects
| summarize Events=count(), Devices=dcount(DeviceId), FirstSeen=min(TimeGenerated), LastSeen=max(TimeGenerated) by OutputFileName, OutputPath
| order by LastSeen desc | Correct | 2 | 159.15s | 0.1139 |
gpt-5-mini-high | No answer provided | No query generated | Incorrect | 5 | 0.00s | 0.0190 |
gpt-5-mini-low | No answer provided | No query generated | Incorrect | 5 | 0.00s | 0.0213 |
gpt-5-mini-medium | redirected | let shadow_patterns = dynamic(["/etc/shadow","etc/shadow","shadow"]);
// Find process events where the initiating process command line reads /etc/shadow and uses redirection
DeviceProcessEvents
| where TimeGenerated between (startofday(ago(30d)) .. now())
| where isnotempty(InitiatingProcessCommandLine) or isnotempty(ProcessCommandLine)
| extend cmd = coalesce(InitiatingProcessCommandLine, ProcessCommandLine)
| where cmd has "/etc/shadow" or cmd has "etc/shadow"
| where cmd matches regex @"[>]{1,2}\s*[^\s]+$" or cmd contains ">" or cmd contains ">>"
| extend redirected = extract(@"[>]{1,2}\s*([^\s]+)$", 1, cmd)
| extend redirected = trim('\"''', redirected)
| extend InitiatingAccount = strcat(InitiatingProcessAccountDomain, "\\", InitiatingProcessAccountName)
| project TimeGenerated, DeviceName, InitiatingAccount, InitiatingProcessFileName, InitiatingProcessId, InitiatingProcessCommandLine, ProcessCommandLine, redirected
| where isnotempty(redirected)
| summarize any(InitiatingProcessFileName), any(DeviceName), any(InitiatingAccount), any(InitiatingProcessId), make_set(redirected) by redirected
| order by tostring(redirected) asc
// Additionally, search DeviceFileEvents for writes that could be the target file
| union (
DeviceFileEvents
| where TimeGenerated between (startofday(ago(30d)) .. now())
| where ActionType in ("FileCreated", "FileModified", "FileWritten", "FileCreatedByProcess") or FileName has_any ("shadow", "shadow_export")
| extend fullpath = strcat(FolderPath, "/", FileName)
| project TimeGenerated, DeviceName, InitiatingProcessAccountName, InitiatingProcessCommandLine, fullpath
)
| summarize by redirected
| Incorrect | 1 | 26.76s | 0.0030 |
gpt-5-nano-high | No answer provided | No query generated | Incorrect | 5 | 0.00s | 0.0081 |
gpt-5-nano-medium | No answer provided | No query generated | Incorrect | 5 | 0.00s | 0.0070 |
grok-3-beta | No answer provided | No query generated | Incorrect | 5 | 0.00s | 0.0985 |
grok-3-mini-beta | No answer provided | No query generated | Incorrect | 5 | 0.00s | 0.0078 |
o1-high | No answer provided | No query generated | Incorrect | 5 | 0.00s | 0.7707 |
o1-low | No answer provided | No query generated | Incorrect | 5 | 0.00s | 1.1187 |
o3-high | /tmp/T1003.008.txt | let LinuxDevices = DeviceInfo
| where OSPlatform startswith "Linux"
| distinct DeviceId;
DeviceProcessEvents
| where DeviceId in (LinuxDevices)
// Command reads /etc/shadow and uses a redirection operator
| where ProcessCommandLine has "/etc/shadow" and ProcessCommandLine contains ">"
// Running with elevated privileges
| extend IsElevated = iff(tolower(AccountName) == "root" or
tolower(InitiatingProcessAccountName) == "root" or
tostring(ProcessTokenElevation) contains "Elevated" or
tostring(ProcessTokenElevation) contains "Root", true, false)
| where IsElevated
// Extract the file name/path that receives the redirected output
| extend RedirectedFile = trim('"\'"', tostring(extract(@"(?:>>?)\s*([^\s]+)", 1, ProcessCommandLine)))
| where isnotempty(RedirectedFile)
| project TimeGenerated, DeviceName, AccountName, ProcessCommandLine, RedirectedFile
| order by TimeGenerated desc | Correct | 3 | 90.28s | 0.0558 |
o3-mini-high | T1003.008.txt | DeviceProcessEvents
| where ProcessCommandLine contains "/etc/shadow" and ProcessCommandLine contains ">"
| extend output_file = extract(@">\s*(\S+)", 1, ProcessCommandLine)
| project TimeGenerated, DeviceName, ProcessCommandLine, output_file
| order by TimeGenerated desc | Correct | 1 | 17.91s | 0.0127 |
o3-mini-low | /tmp/T1003.008.txt | DeviceProcessEvents
| where InitiatingProcessCommandLine has "/etc/shadow"
| where InitiatingProcessCommandLine contains ">"
| extend output_file = extract(@">\s*([^\s]+)", 1, InitiatingProcessCommandLine)
| where isnotempty(output_file)
| project TimeGenerated, DeviceName, InitiatingProcessCommandLine, output_file
| distinct output_file | Correct | 1 | 61.90s | 0.0122 |
o4-mini-high | /tmp/T1003.008.txt; | DeviceProcessEvents
// Only processes run by root
| where AccountName == "root"
// Look for reading /etc/shadow and using shell redirection (> or >>)
| where ProcessCommandLine has "/etc/shadow" and ProcessCommandLine matches regex @"\>{1,2}"
// Extract the path/file following the redirection operator
| extend OutputFile = extract(@"\>{1,2}\s*(\S+)", 1, ProcessCommandLine)
| where isnotempty(OutputFile)
// Show relevant fields
| project TimeGenerated, DeviceName, AccountName, ProcessCommandLine, OutputFile
// Summarize to see unique files and their timelines
| summarize FirstSeen = min(TimeGenerated), LastSeen = max(TimeGenerated), Occurrences = count() by OutputFile, DeviceName, AccountName
| order by LastSeen desc | Correct | 2 | 61.35s | 0.0192 |
o4-mini-low | /tmp/T1003.008.txt | DeviceProcessEvents
| where ProcessCommandLine contains "/etc/shadow"
| where ProcessCommandLine matches regex @">\s*\S+"
| where InitiatingProcessAccountName == "root"
| extend OutputFile = extract(@">\s*(\S+)", 1, ProcessCommandLine)
| where isnotempty(OutputFile)
| distinct OutputFile | Correct | 1 | 36.91s | 0.0127 |