Question Analysis
A Windows host shows a core command-line utility being duplicated from its System32 location to a user-profile folder and subsequently run. Identify the name of the executable that was copied.
51005ac7-52e2-45e0-bdab-d17c6d4916cd
Question ID
0/23
Models Correct
1
Valid Answer
0%
Success Rate
Reference Answer
Human-validated correct answer for this question
cmd.exe
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 | 0.0366 |
gpt-35-turbo | No answer provided | No query generated | Incorrect | 5 | 0.00s | 0.0110 |
gpt-4-turbo-2024-04-09 | No answer provided | No query generated | Incorrect | 5 | 0.00s | 0.2552 |
gpt-4.1 | No answer provided | No query generated | Incorrect | 5 | 0.00s | 0.0574 |
gpt-4.1-finetuned | No answer provided | No query generated | Incorrect | 5 | 0.00s | 0.0487 |
gpt-4.1-mini | No answer provided | No query generated | Incorrect | 5 | 0.00s | 0.0099 |
gpt-4.1-nano | No answer provided | No query generated | Incorrect | 5 | 0.00s | 0.0020 |
gpt-4o | No answer provided | No query generated | Incorrect | 5 | 0.00s | 0.0633 |
gpt-5-high | taskhostw.exe | let window = 1h;
// Optional: restrict to known core Windows CLI utilities to reduce noise
let core_utils = dynamic([
'cmd.exe','powershell.exe','pwsh.exe','wscript.exe','cscript.exe','mshta.exe','rundll32.exe','regsvr32.exe','certutil.exe','bitsadmin.exe',
'whoami.exe','findstr.exe','net.exe','net1.exe','sc.exe','schtasks.exe','tasklist.exe','wevtutil.exe','wmic.exe','ftp.exe','tftp.exe','at.exe'
]);
// Candidate copies into user profile, appearing to come from System32/SysWOW64 (via Previous* or initiating cmdline)
let candidate_copies =
DeviceFileEvents
| where ActionType in~ ('FileCreated','FileCopied','FileRenamed')
| where FolderPath has '\\Users\\' and FileName endswith '.exe'
// Uncomment next line to limit to core utilities
//| where set_has_element(core_utils, tolower(FileName))
| extend PrevPath = iff(isnotempty(PreviousFolderPath) and isnotempty(PreviousFileName), strcat(PreviousFolderPath, '\\', PreviousFileName), '')
| where PrevPath has_any ('\\Windows\\System32\\','\\Windows\\SysWOW64\\')
or InitiatingProcessCommandLine has_any ('\\Windows\\System32\\','\\Windows\\SysWOW64\\','%windir%\\system32','%windir%\\syswow64')
| project DeviceId, DeviceName, CopiedExe=tolower(FileName), DstPath=tolower(FolderPath), CopyTime=TimeGenerated, SHA1,
InitiatingProcessAccountDomain, InitiatingProcessAccountName;
// Executions from a user profile path
let executions =
DeviceProcessEvents
| where FolderPath has '\\Users\\'
| project DeviceId, ExecTime=TimeGenerated, RanExe=tolower(FileName), RanPath=tolower(FolderPath), RanCmd=ProcessCommandLine, ExecSHA1=SHA1;
// Strong correlation: join by SHA1 and device, then ensure execution shortly after copy
let joined_sha =
candidate_copies
| where isnotempty(SHA1)
| join kind=innerunique (executions | where isnotempty(ExecSHA1))
on $left.DeviceId == $right.DeviceId and $left.SHA1 == $right.ExecSHA1
| where ExecTime between (CopyTime .. CopyTime + window)
| project DeviceId, DeviceName, CopiedExe, DstPath, CopyTime, ExecTime, RanPath;
// Fallback correlation: exact path match (same device and same full path), within time window
let joined_path =
candidate_copies
| join kind=innerunique (executions)
on $left.DeviceId == $right.DeviceId
| where RanPath == DstPath and ExecTime between (CopyTime .. CopyTime + window)
| project DeviceId, DeviceName, CopiedExe, DstPath, CopyTime, ExecTime, RanPath;
union joined_sha, joined_path
| summarize FirstCopyTime=min(CopyTime), FirstExecTime=min(ExecTime), ExecutedFrom=any(RanPath)
by DeviceId, DeviceName, CopiedExecutable=CopiedExe
| order by FirstCopyTime asc | Incorrect | 2 | 232.87s | 0.1191 |
gpt-5-mini-high | No answer provided | No query generated | Incorrect | 5 | 0.00s | 0.0159 |
gpt-5-mini-low | No answer provided | No query generated | Incorrect | 5 | 0.00s | 0.0195 |
gpt-5-mini-medium | No answer provided | No query generated | Incorrect | 5 | 0.00s | 0.0196 |
gpt-5-nano-high | svchost.exe | let CopyEvents = DeviceFileEvents
| where TimeGenerated >= ago(24h)
| where ActionType in ('FileCopied','FileCreated')
| where InitiatingProcessFolderPath contains 'System32'
| where FolderPath contains 'C:\\Users\\'
| extend CopiedTime = TimeGenerated, CopiedFileName = FileName, CopiedToFolder = FolderPath, CopyingProcess = InitiatingProcessFileName, CopiedSource = InitiatingProcessFolderPath
| project CopiedTime, CopiedFileName, CopiedToFolder, CopyingProcess, CopiedSource;
let RunEvents = DeviceProcessEvents
| where TimeGenerated >= ago(24h)
| extend RunTime = TimeGenerated, RunFileName = FileName, RunFolder = FolderPath
| project RunTime, RunFileName, RunFolder;
CopyEvents
| join kind=inner (RunEvents) on $left.CopiedFileName == $right.RunFileName
| where RunTime >= CopiedTime
| where RunFolder == CopiedToFolder
| summarize FirstRun=min(RunTime) by CopiedFileName, CopiedTime, CopiedToFolder, CopyingProcess, CopiedSource
| project CopiedFileName, DestinationFolder = CopiedToFolder, CopyingProcess, SourceProcessFolder = CopiedSource, CopyTime = CopiedTime, FirstRun | Incorrect | 1 | 45.70s | 0.0032 |
gpt-5-nano-medium | __PSScriptPolicyTest_2jgba2ap.do1.ps1 | DeviceFileEvents
| where ActionType in ('Copied','Created','FileCreated','FileCopied')
| where InitiatingProcessFolderPath contains 'System32' or InitiatingProcessFolderPath endswith '\\System32'
| where FolderPath contains 'Users'
| summarize MinTime = min(TimeGenerated) by CopiedExecutableName = FileName, SourceFolder = InitiatingProcessFolderPath, DestinationFolder = FolderPath
| order by MinTime asc
| take 1
| project MinTime, CopiedExecutableName, SourceFolder, DestinationFolder | Incorrect | 1 | 54.77s | 0.0028 |
grok-3-beta | No answer provided | No query generated | Incorrect | 5 | 0.00s | 0.0986 |
grok-3-mini-beta | No answer provided | No query generated | Incorrect | 5 | 0.00s | 0.0072 |
o1-high | No answer provided | No query generated | Incorrect | 5 | 0.00s | 0.8913 |
o1-low | No answer provided | No query generated | Incorrect | 5 | 0.00s | 0.7227 |
o3-high | No answer provided | No query generated | Incorrect | 5 | 0.00s | 0.1057 |
o3-mini-high | No answer provided | No query generated | Incorrect | 5 | 0.00s | 0.0421 |
o3-mini-low | No answer provided | No query generated | Incorrect | 5 | 0.00s | 0.0508 |
o4-mini-high | No answer provided | No query generated | Incorrect | 5 | 0.00s | 0.0485 |
o4-mini-low | svchost.exe | let CopiedExecutables = DeviceFileEvents
| where ActionType == "FileCreated"
// File copied into a user profile folder
| where FolderPath startswith @"C:\Users\"
// Copying process came from System32
| where InitiatingProcessFolderPath has @"\System32\"
| extend FullPath = strcat(FolderPath, "\\", FileName)
| project FileName, FullPath, CopyTime = TimeGenerated;
DeviceProcessEvents
| where ActionType == "ProcessCreated"
// Process started from a user profile folder (the copied executable)
| where FolderPath startswith @"C:\Users\"
| extend ProcessPath = strcat(FolderPath, "\\", FileName)
// Join on the exact path to ensure we only see processes launched from our copied file
| join kind=inner CopiedExecutables on $left.ProcessPath == $right.FullPath
| project ExecutableName = FileName, CopiedAt = CopyTime, LaunchedAt = TimeGenerated | Incorrect | 1 | 58.90s | 0.0164 |