Question Analysis

On Linux, review file events for changes in the system-wide shell profile directory. Determine the name of the script file in /etc/profile.d that shows evidence of an unauthorized append.

8fe2ccfd-f079-4c03-b1a9-bd9b362b67d4
Question ID
7/23
Models Correct
1
Valid Answer
30%
Success Rate
Reference Answer

Human-validated correct answer for this question

bash_completion.sh
Model Performance Comparison

See how different AI models performed on this question

ModelAnswerKQL QueryStatusAttemptsTimeCost
gemini-2.5-flash-preview-04-17
No answer provided
No query generated
Incorrect
5
0.00s
0.0189
gpt-35-turbo
No answer provided
No query generated
Incorrect
5
0.00s
0.0108
gpt-4-turbo-2024-04-09
No answer provided
No query generated
Incorrect
5
0.00s
0.2259
gpt-4.1
bash_completion.sh
DeviceFileEvents | where FolderPath startswith "/etc/profile.d" | where ActionType in~ ("FileModified", "FileCreated", "FileAppended") | extend operationType = tostring(parse_json(tostring(AdditionalFields))["operationType"]) | where isempty(operationType) or operationType has_any("append", "Appended", "APPEND") | project TimeGenerated, DeviceName, FileName, FolderPath, InitiatingProcessAccountName, InitiatingProcessCommandLine, ActionType, operationType | order by TimeGenerated desc
Correct
2
13.00s
0.0228
gpt-4.1-finetuned
No answer provided
No query generated
Incorrect
5
0.00s
0.0423
gpt-4.1-mini
No answer provided
No query generated
Incorrect
5
0.00s
0.0073
gpt-4.1-nano
No answer provided
No query generated
Incorrect
5
0.00s
0.0013
gpt-4o
No answer provided
No query generated
Incorrect
5
0.00s
0.0534
gpt-5-high
bash_completion.sh
let profileDir = "/etc/profile.d/"; DeviceFileEvents | join kind=inner ( DeviceInfo | where OSPlatform == "Linux" | project DeviceId ) on DeviceId | where FolderPath startswith profileDir | where ActionType in ("FileCreated", "FileModified", "FileRenamed", "FileContentModified") | where InitiatingProcessCommandLine has ">>" or InitiatingProcessCommandLine has "tee -a" or tostring(AdditionalFields) contains "O_APPEND" | project TimeGenerated, DeviceName, FolderPath, FileName, ActionType, InitiatingProcessAccountName, InitiatingProcessFileName, InitiatingProcessCommandLine | order by TimeGenerated desc | summarize Latest=max(TimeGenerated), SampleCommands=make_set(InitiatingProcessCommandLine, 5) by FileName, FolderPath | order by Latest desc
Correct
1
70.41s
0.0464
gpt-5-mini-high
No answer provided
No query generated
Incorrect
5
0.00s
0.0215
gpt-5-mini-low
bash_completion.sh
let targetDir = '/etc/profile.d'; // File-level events touching /etc/profile.d let fileEvents = DeviceFileEvents | where isnotempty(FolderPath) | where FolderPath has targetDir | where tolower(coalesce(ActionType,'')) has_any('modify','write','append','create','change','overwrite') or FileName endswith '.sh' or tostring(AdditionalFields) contains 'append' | extend FullPath = replace_string(strcat(FolderPath, '/', FileName), '//', '/') | project TimeGenerated, DeviceName, FullPath, FolderPath, FileName, ActionType, FileSize, PreviousFileName, PreviousFolderPath, AdditionalFields, InitiatingProcessFileName, InitiatingProcessCommandLine, InitiatingProcessId, InitiatingProcessAccountName, Source = 'fileEvent'; // Process events that indicate appending/redirecting into /etc/profile.d let procAppendIndicators = DeviceProcessEvents | where isnotempty(ProcessCommandLine) | where tolower(ProcessCommandLine) contains '>>' or tolower(ProcessCommandLine) contains 'tee -a' or ProcessCommandLine matches regex '(>/etc/profile.d/|>>/etc/profile.d/|tee\\s+-a\\s+/etc/profile.d/|echo\\s+.*>>\\s*/etc/profile.d/)' | extend FileMention = extract('/etc/profile.d/([^\\s/]+)', 1, ProcessCommandLine) | extend FullPath = iif(isnotempty(FileMention), strcat('/etc/profile.d/', FileMention), '') | project TimeGenerated, DeviceName, FullPath, ProcessCommandLine, ProcessId, ProcessFileName = FileName, InitiatingProcessAccountName = AccountName, Source = 'procEvent'; // Combine and summarize suspicious script names fileEvents | union procAppendIndicators | extend SuspectReason = case( tostring(AdditionalFields) contains 'append', 'AdditionalFields indicates append', tolower(coalesce(InitiatingProcessCommandLine, ProcessCommandLine, '')) contains '>>' or tolower(coalesce(InitiatingProcessCommandLine, ProcessCommandLine, '')) contains 'tee -a', 'Process command line shows append/tee -a', tolower(coalesce(ActionType,'')) contains 'create', 'Created', 'File modified or accessed') | extend ScriptName = tostring(coalesce(FileName, extract('/etc/profile.d/([^/\\s]+)',1,FullPath))) | where isnotempty(ScriptName) | summarize Count = count(), FirstSeen = min(TimeGenerated), LastSeen = max(TimeGenerated), Devices = make_set(DeviceName, 50), Commands = make_set(coalesce(InitiatingProcessCommandLine, ProcessCommandLine), 50), Reasons = make_set(SuspectReason, 10) by ScriptName, FullPath | order by Count desc | take 50
Correct
3
77.76s
0.0177
gpt-5-mini-medium
bash_completion.sh
union DeviceFileEvents, DeviceEvents | where FolderPath has "/etc/profile.d" // Narrow to likely shell/profile scripts | where FileName endswith ".sh" or FileName contains "profile" or FileName contains ".bash" | extend FullPath = strcat(FolderPath, iff(FolderPath endswith "/", "", "/"), FileName) // normalize command/source fields across tables | extend initiating_cmd = coalesce(InitiatingProcessCommandLine, ProcessCommandLine, AdditionalFields.CommandLine, tostring(AdditionalFields.CommandLine), "") | extend initiator = coalesce(InitiatingProcessFileName, InitiatingProcessFileName, "(unknown)") // look for evidence of append operations or commands that append content | where initiating_cmd contains ">>" or initiating_cmd contains "tee -a" or initiating_cmd matches regex @"\becho\b.*>>" or initiating_cmd matches regex @"\bprintf\b.*>>" or initiating_cmd matches regex @"\btee\b.*-a" | project TimeGenerated, DeviceName, initiator, InitiatingProcessAccountName, FileName, FullPath, ActionType, initiating_cmd, PreviousFileName, MD5, SHA256 | summarize FirstSeen=min(TimeGenerated), LastSeen=max(TimeGenerated), Count=count(), SampleCommand=any(initiating_cmd), InitiatingProcesses=make_set(initiator, 5) by FileName, FullPath, DeviceName, MD5, SHA256 | sort by LastSeen desc, Count desc | take 50
Correct
1
24.43s
0.0059
gpt-5-nano-high
No answer provided
No query generated
Incorrect
5
0.00s
0.0074
gpt-5-nano-medium
No answer provided
No query generated
Incorrect
5
0.00s
0.0077
grok-3-beta
bash_completion.sh
DeviceFileEvents | where FolderPath contains "/etc/profile.d" | where ActionType in ("FileModified", "FileCreated") | join kind=inner ( DeviceInfo | where OSPlatform == "Linux" ) on DeviceId | project Timestamp, DeviceName, FileName, FolderPath, ActionType, InitiatingProcessFileName, InitiatingProcessAccountName, InitiatingProcessCommandLine | order by Timestamp desc
Correct
1
10.79s
0.0270
grok-3-mini-beta
bash_completion.sh
DeviceInfo | where OSPlatform == 'Linux' | project DeviceId, DeviceName | join kind=inner ( DeviceFileEvents | where FolderPath startswith '/etc/profile.d/' | where ActionType has_any ('FileModified', 'FileCreated') // Targeting common actions for modifications or creations that could involve appends | where InitiatingProcessCommandLine contains '>>' or InitiatingProcessCommandLine contains 'echo' // Filtering for command lines that suggest appending content | project DeviceId, FileName, ActionType, Timestamp, InitiatingProcessCommandLine ) on DeviceId | summarize arg_max(Timestamp, *) by DeviceId, FileName | project DeviceId, DeviceName, FileName, ActionType, Timestamp, InitiatingProcessCommandLine | order by Timestamp desc
Correct
4
54.15s
0.0060
o1-high
No answer provided
No query generated
Incorrect
5
0.00s
0.7645
o1-low
bash_completion.sh
DeviceInfo | where OSPlatform =~ "Linux" | distinct DeviceId, DeviceName | join kind=inner ( DeviceFileEvents // Look for events within /etc/profile.d directory | where FolderPath startswith "/etc/profile.d" // Filter by file actions that may signify a file write or append | where ActionType in ("FileModified", "FileCreated", "FileAppended") or AdditionalFields has "append" ) on DeviceId | project TimeGenerated, DeviceName, FolderPath, FileName, ActionType, InitiatingProcessAccountName, InitiatingProcessCommandLine, AdditionalFields | order by TimeGenerated desc
Correct
4
80.37s
0.6488
o3-high
No answer provided
No query generated
Incorrect
5
0.00s
0.0828
o3-mini-high
No answer provided
No query generated
Incorrect
5
0.00s
0.0423
o3-mini-low
No answer provided
No query generated
Incorrect
5
0.00s
0.0375
o4-mini-high
No answer provided
No query generated
Incorrect
5
0.00s
0.0404
o4-mini-low
No answer provided
No query generated
Incorrect
5
0.00s
0.0408