Question Analysis

Investigating a Windows device, you suspect a non-standard executable was launched to set up a named pipe for client-server messaging. Determine the name of the executable that was run.

8dbfc15c-527b-4ab0-a272-019f469d367f
Question ID
5/23
Models Correct
1
Valid Answer
22%
Success Rate
Reference Answer

Human-validated correct answer for this question

namedpipes_executor.exe
Model Performance Comparison

See how different AI models performed on this question

ModelAnswerKQL QueryStatusAttemptsTimeCost
gemini-2.5-flash-preview-04-17
namedpipes_server.exe
DeviceEvents | where ActionType contains "Pipe" | distinct InitiatingProcessFileName
Incorrect
3
57.00s
0.0298
gpt-35-turbo
namedpipes_executor.exe
DeviceProcessEvents | where ActionType == 'ProcessCreated' | where FileName contains 'pipe' | project FileName, ProcessCommandLine, TimeGenerated
Correct
1
3.29s
0.0024
gpt-4-turbo-2024-04-09
No answer provided
No query generated
Incorrect
5
0.00s
0.2302
gpt-4.1
namedpipes_executor.exe
DeviceProcessEvents | where ProcessCommandLine has "pipe" | where not(FileName in~ ("svchost.exe", "lsass.exe", "services.exe", "explorer.exe", "wininit.exe", "winlogon.exe")) | project TimeGenerated, DeviceName, FileName, FolderPath, ProcessCommandLine, AccountName, InitiatingProcessFileName, InitiatingProcessCommandLine | order by TimeGenerated desc
Correct
1
6.62s
0.0135
gpt-4.1-finetuned
No answer provided
No query generated
Incorrect
5
0.00s
0.0409
gpt-4.1-mini
namedpipes_executor.exe
DeviceProcessEvents | where ProcessCommandLine has 'pipe' | summarize Count=count() by FileName | order by Count desc
Correct
1
3.76s
0.0022
gpt-4.1-nano
No answer provided
No query generated
Incorrect
5
0.00s
0.0016
gpt-4o
No answer provided
No query generated
Incorrect
5
0.00s
0.0517
gpt-5-high
No answer provided
No query generated
Incorrect
5
0.00s
0.2590
gpt-5-mini-high
No answer provided
No query generated
Incorrect
5
0.00s
0.0192
gpt-5-mini-low
No answer provided
No query generated
Incorrect
5
0.00s
0.0186
gpt-5-mini-medium
No answer provided
No query generated
Incorrect
5
0.00s
0.0260
gpt-5-nano-high
namedpipes_executor.exe
let Lookback = 24h; let NPKeywords = dynamic(["CreateNamedPipe", "NamedPipe", "Pipe"]); ( DeviceProcessEvents | where TimeGenerated >= ago(Lookback) | where InitiatingProcessCommandLine has_any ("CreateNamedPipe","NamedPipe","Pipe") or ProcessCommandLine has_any ("CreateNamedPipe","NamedPipe","Pipe") | extend ExecutableName = coalesce(InitiatingProcessFileName, FileName) | project TimeGenerated, DeviceName, ExecutableName, InitiatingProcessCommandLine, ProcessCommandLine ) | union ( DeviceEvents | where TimeGenerated >= ago(Lookback) | where InitiatingProcessCommandLine has_any ("CreateNamedPipe","NamedPipe","Pipe") | extend ExecutableName = InitiatingProcessFileName | project TimeGenerated, DeviceName, ExecutableName, InitiatingProcessCommandLine ) | summarize Count = count() by ExecutableName, DeviceName | sort by Count desc | take 100
Correct
3
82.55s
0.0048
gpt-5-nano-medium
dash
DeviceProcessEvents | where InitiatingProcessCommandLine != "" | where InitiatingProcessCommandLine contains "CreateNamedPipe" or InitiatingProcessCommandLine contains "NamedPipe" or InitiatingProcessCommandLine contains "Pipe" | summarize Count = count(), FirstSeen = min(InitiatingProcessCreationTime), LastSeen = max(InitiatingProcessCreationTime) by ExecutableName = InitiatingProcessFileName, ExecutablePath = InitiatingProcessFolderPath | sort by Count desc | take 1 | project ExecutableName, ExecutablePath, Count, FirstSeen, LastSeen
Incorrect
1
52.88s
0.0026
grok-3-beta
No answer provided
No query generated
Incorrect
5
0.00s
0.0887
grok-3-mini-beta
namedpipes_server.exe
DeviceProcessEvents | where ProcessCommandLine has "pipe" or InitiatingProcessCommandLine has "pipe" | project FileName, ProcessCommandLine, InitiatingProcessCommandLine | distinct FileName | order by FileName asc
Incorrect
4
51.84s
0.0056
o1-high
namedpipes_executor.exe
DeviceProcessEvents | where TimeGenerated >= ago(7d) // Look for references to named pipe usage | where tolower(ProcessCommandLine) has "pipe" or tolower(tostring(AdditionalFields)) has "namedpipe" // Focus on executables outside standard Windows or Program Files paths | where FileName endswith ".exe" | where not(FolderPath startswith "C:\\Windows" or FolderPath startswith "C:\\Program Files") | project TimeGenerated, DeviceId, DeviceName, ActionType, FolderPath, FileName, ProcessCommandLine, AdditionalFields | order by TimeGenerated desc | limit 100
Correct
4
88.04s
0.6552
o1-low
No answer provided
No query generated
Incorrect
5
0.00s
0.7948
o3-high
No answer provided
No query generated
Incorrect
5
0.00s
0.1153
o3-mini-high
No answer provided
No query generated
Incorrect
5
0.00s
0.0404
o3-mini-low
No answer provided
No query generated
Incorrect
5
0.00s
0.0461
o4-mini-high
No answer provided
No query generated
Incorrect
5
0.00s
0.0538
o4-mini-low
No answer provided
No query generated
Incorrect
5
0.00s
0.0416