Question Analysis

A suspicious file modification on a Linux device targeted the ~/.bash_profile file, apparently adding a new line. What was the full command string that was appended?

94500ae1-7e31-47e3-886b-c328da46872f
Question ID
7/23
Models Correct
1
Valid Answer
30%
Success Rate
Reference Answer

Human-validated correct answer for this question

echo "Hello from Atomic Red Team T1546.004" > /tmp/T1546.004
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
0.0290
gpt-35-turbo
No answer provided
No query generated
Incorrect
5
0.00s
0.0112
gpt-4-turbo-2024-04-09
No answer provided
No query generated
Incorrect
5
0.00s
0.2337
gpt-4.1
echo "Hello from Atomic Red Team T1546.004" > /tmp/T1546.004
DeviceFileEvents | where FileName == ".bash_profile" | where FolderPath startswith "/home/" or FolderPath endswith "/.bash_profile" | where ActionType in ("FileCreated", "FileModified", "FileWrite", "FileWritten") | project TimeGenerated, DeviceName, InitiatingProcessAccountName, InitiatingProcessCommandLine, FolderPath, FileName, AdditionalFields | extend AppendedContent = tostring(AdditionalFields.content_added) | project TimeGenerated, DeviceName, InitiatingProcessAccountName, InitiatingProcessCommandLine, FolderPath, AppendedContent
Correct
2
17.45s
0.0233
gpt-4.1-finetuned
No answer provided
No query generated
Incorrect
5
0.00s
0.0334
gpt-4.1-mini
No answer provided
No query generated
Incorrect
5
0.00s
0.0075
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
0.0634
gpt-5-high
No answer provided
No query generated
Incorrect
5
0.00s
0.3832
gpt-5-mini-high
No answer provided
No query generated
Incorrect
5
0.00s
0.0216
gpt-5-mini-low
sh -c 'echo 'echo "Hello from Atomic Red Team T1546.004" > /tmp/T1546.004' >> ~/.bash_profile'
let target = "bash_profile"; union DeviceFileEvents, DeviceEvents, DeviceProcessEvents | where FileName has target or FolderPath has target or InitiatingProcessCommandLine has target or ProcessCommandLine has target or tostring(AdditionalFields) has target | extend Context = tostring(coalesce(InitiatingProcessCommandLine, ProcessCommandLine, AdditionalFields)) // try to extract common append patterns: echo/printf with >>, sed -i append, here-doc (cat <<EOF >> file) | extend echo_match = extract(@"(?i)([^;\n]{0,300}>>\s*(?:~/)?\.?bash_profile)", 1, Context) | extend sed_match = extract(@"(?i)(sed\s+-i[^\r\n]*\$?a\\[^\n\r]*\s+(?:~/)?\.?bash_profile)", 1, Context) | extend heredoc_match = extract(@"(?i)(<<[^>\n\r]{0,200}>>\s*(?:~/)?\.?bash_profile)", 1, Context) | extend appended_command = trim(" ", coalesce(echo_match, sed_match, heredoc_match)) | where isnotempty(appended_command) | project TimeGenerated, DeviceName, FileName, FolderPath, ActionType, InitiatingProcessFileName, InitiatingProcessId, InitiatingProcessCommandLine, ProcessCommandLine, appended_command, AdditionalFields | order by TimeGenerated desc | take 50
Correct
1
51.71s
0.0102
gpt-5-mini-medium
sh -c 'echo 'echo "Hello from Atomic Red Team T1546.004" > /tmp/T1546.004' >> ~/.bash_profile'
// Search for .bash_profile modifications and extract appended command strings union isfuzzy=true DeviceFileEvents, DeviceEvents | where TimeGenerated >= ago(7d) // Filter likely file write/modify actions | where ActionType has_any ("FileCreated","FileModified","FileWrite","FileChange","FileWriteEnd","FileAttributeChanged","FileOverwritten","Modified","Write","Append","Update","FileSaved") // Narrow to bash_profile filename or path | where FileName has "bash_profile" or FolderPath has "bash_profile" or FileName endswith "bash_profile" or FolderPath endswith "bash_profile" // Safely parse AdditionalFields if present | extend AdditionalFields_dyn = iif(isnull(AdditionalFields) or tostring(AdditionalFields) == "", dynamic({}), todynamic(AdditionalFields)) // Try to extract appended command from common keys | extend appended_command = coalesce( tostring(AdditionalFields_dyn.append), tostring(AdditionalFields_dyn.appended), tostring(AdditionalFields_dyn.appended_text), tostring(AdditionalFields_dyn.apendedCommand), tostring(AdditionalFields_dyn.new_line), tostring(AdditionalFields_dyn.NewLine), tostring(AdditionalFields_dyn.command), tostring(AdditionalFields_dyn.Command), tostring(AdditionalFields_dyn.Content), tostring(AdditionalFields_dyn.lines), tostring(AdditionalFields_dyn.line), tostring(RegistryValueData), tostring(PreviousFileName), tostring(PreviousFolderPath) ) // Also consider command lines from processes and other fields | extend possible_cmds = pack_array( appended_command, tostring(InitiatingProcessCommandLine), tostring(ProcessCommandLine), tostring(AdditionalFields_dyn.command_line), tostring(AdditionalFields_dyn.cmd), tostring(AdditionalFields_dyn.cmdline), tostring(RegistryValueData), tostring(PreviousFileName) ) // Unpack possible command candidates | mv-expand possible_cmd = possible_cmds to typeof(string) | where isnotempty(possible_cmd) // Clean whitespace | extend possible_cmd = trim(" \t\n\r", possible_cmd) // Group identical appended strings and show sample events (limit samples to 10 per group) | summarize Count = count(), Samples = take_any(pack('TimeGenerated', TimeGenerated,'DeviceName', DeviceName,'ActionType', ActionType,'FileName', FileName,'FolderPath', FolderPath,'InitiatingProcessFileName', InitiatingProcessFileName,'InitiatingProcessCommandLine', InitiatingProcessCommandLine,'ProcessCommandLine', ProcessCommandLine,'Extracted', possible_cmd), 10) by possible_cmd | where Count > 0 | order by Count desc | project AppendedCommand = possible_cmd, Count, Samples | take 100
Correct
4
44.10s
0.0129
gpt-5-nano-high
No answer provided
No query generated
Incorrect
5
0.00s
0.0083
gpt-5-nano-medium
No answer provided
No query generated
Incorrect
5
0.00s
0.0100
grok-3-beta
No answer provided
No query generated
Incorrect
5
0.00s
0.0907
grok-3-mini-beta
echo 'echo "Hello from Atomic Red Team T1546.004" > /tmp/T1546.004'
DeviceFileEvents | where FolderPath endswith '/.bash_profile' and ActionType in~ ('FileCreate', 'FileCreated', 'FileModify', 'FileModified') | join kind=inner (DeviceInfo | where OSPlatform == 'Linux') on DeviceId | project Timestamp, DeviceName, FolderPath, InitiatingProcessCommandLine | order by Timestamp desc | take 10
Correct
2
27.78s
0.0032
o1-high
sh -c 'echo 'echo "Hello from Atomic Red Team T1546.004" > /tmp/T1546.004' >> ~/.bash_profile'
DeviceProcessEvents | join kind=inner ( DeviceInfo | where tolower(OSPlatform) == "linux" ) on DeviceId | where tolower(ProcessCommandLine) has ".bash_profile" // Filter for known shell appends like >>. You can broaden or adjust as needed. // If you specifically suspect 'echo "content" >> ~/.bash_profile', you might do: // where tolower(ProcessCommandLine) has " >> " | project TimeGenerated, DeviceName, AccountName, ProcessCommandLine | order by TimeGenerated desc
Correct
3
98.27s
0.7446
o1-low
No answer provided
No query generated
Incorrect
5
0.00s
0.7346
o3-high
No answer provided
No query generated
Incorrect
5
0.00s
0.0854
o3-mini-high
No answer provided
No query generated
Incorrect
5
0.00s
0.0431
o3-mini-low
No answer provided
No query generated
Incorrect
5
0.00s
0.0427
o4-mini-high
sh -c 'echo 'echo "Hello from Atomic Red Team T1546.004" > /tmp/T1546.004' >> ~/.bash_profile'
// 1. Identify all Linux devices let LinuxDeviceIds = DeviceInfo | where OSPlatform == "Linux" | distinct DeviceId; // 2. Find .bash_profile file events on Linux devices DeviceFileEvents | where DeviceId in (LinuxDeviceIds) | where FileName == ".bash_profile" | where ActionType in ("FileCreated", "FileModified", "FileOverwritten") // 3. Filter for append operations | where InitiatingProcessCommandLine has ">>" or InitiatingProcessCommandLine has "tee -a" // 4. Project relevant details | project TimeGenerated, DeviceName, FilePath = strcat(FolderPath, "/", FileName), AppendingProcess = InitiatingProcessFileName, AppendingCommandLine = InitiatingProcessCommandLine // 5. Sort by time | sort by TimeGenerated desc
Correct
5
154.74s
0.0492
o4-mini-low
echo "Hello from Atomic Red Team T1546.004" > /tmp/T1546.004
DeviceFileEvents | where FileName == ".bash_profile" | where ActionType in ("FileModified", "FileCreated") | extend FullPath = strcat(FolderPath, "/", FileName) | where FullPath endswith "/.bash_profile" | project TimeGenerated, DeviceName, InitiatingUser = strcat(InitiatingProcessAccountName, "@", InitiatingProcessAccountDomain), InitiatingProcessFile = InitiatingProcessFileName, InitiatingProcessId, CommandLine = InitiatingProcessCommandLine | sort by TimeGenerated desc
Correct
2
72.81s
0.0226