Question Analysis

On a Linux device, a file was silently removed from the /tmp/victim-files directory. Search through file event or syslog records to identify the exact file name that was deleted.

562d737f-2fc6-4b09-8c2a-7f8ff0828480
Question ID
3/23
Models Correct
1
Valid Answer
13%
Success Rate
Reference Answer

Human-validated correct answer for this question

T1070.004-test.txt
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
0.0254
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
0.2237
gpt-4.1
No answer provided
No query generated
Incorrect
5
0.00s
0.0414
gpt-4.1-finetuned
No answer provided
No query generated
Incorrect
5
0.00s
0.0642
gpt-4.1-mini
No answer provided
No query generated
Incorrect
5
0.00s
0.0071
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
0.0505
gpt-5-high
No answer provided
No query generated
Incorrect
5
0.00s
0.2500
gpt-5-mini-high
No answer provided
No query generated
Incorrect
5
0.00s
0.0195
gpt-5-mini-low
T1070.004-test.txt
let targetFolder = "/tmp/victim-files"; union DeviceFileEvents, DeviceEvents, DeviceProcessEvents | extend AF = tostring(AdditionalFields), PC = tostring(ProcessCommandLine), IPC = tostring(InitiatingProcessCommandLine), FN = tostring(FileName), FP = tostring(FolderPath), AT = tolower(tostring(ActionType)) // Narrow to records that reference the target folder/path anywhere in common text fields | where FP startswith targetFolder or FN startswith strcat(targetFolder, "/") or FN contains targetFolder or AF contains targetFolder or PC contains targetFolder or IPC contains targetFolder // And that include deletion indicators in ActionType, command lines or additional fields | where AT contains "delete" or AT contains "del" or AT contains "unlink" or AT contains "remove" or AT contains "rm" or tolower(AF) contains "unlink" or tolower(AF) contains "rm" or tolower(AF) contains "remove" or tolower(AF) contains "deleted" or tolower(AF) contains "delete" or tolower(PC) contains "unlink" or tolower(PC) contains "rm" or tolower(PC) contains "remove" or tolower(PC) contains "deleted" or tolower(PC) contains "delete" or tolower(IPC) contains "unlink" or tolower(IPC) contains "rm" or tolower(IPC) contains "remove" or tolower(IPC) contains "deleted" or tolower(IPC) contains "delete" // Normalize a FullPath for easier grouping | extend FullPath = case( FN contains "/", FN, isnull(FP) or FP == "", FN, FP endswith "/", strcat(FP, FN), strcat(FP, "/", FN) ) // Return the most recent evidence per file path + device | summarize arg_max(TimeGenerated, *) by tostring(FullPath), DeviceId | project TimeGenerated, DeviceName, DeviceId, FullPath, FileName = FN, FileSize, ActionType = AT, SourceType = Type, InitiatingProcessFileName, InitiatingProcessCommandLine = IPC, ProcessCommandLine = PC, AdditionalFields = AF | order by TimeGenerated desc | take 200
Correct
5
78.12s
0.0203
gpt-5-mini-medium
No answer provided
No query generated
Incorrect
5
0.00s
0.0234
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
0.0068
grok-3-beta
No answer provided
No query generated
Incorrect
5
0.00s
0.0842
grok-3-mini-beta
No answer provided
No query generated
Incorrect
5
0.00s
0.0071
o1-high
T1070.004-test.txt
let LinuxDevices = DeviceInfo | where OSPlatform == "Linux" | distinct DeviceId; LinuxDevices | join kind=inner ( union isfuzzy=true DeviceFileEvents, DeviceEvents, DeviceProcessEvents | where FolderPath has "/tmp/victim-files" or FileName has "/tmp/victim-files" or AdditionalFields has "/tmp/victim-files" or ProcessCommandLine has "/tmp/victim-files" | where ActionType in ("FileDeleted", "FileRemove", "FileRemoved", "FileRenamed") or AdditionalFields has_any ("delete", "removed", "unlink") or (ProcessCommandLine has_any ("rm", "unlink")) | project TimeGenerated, DeviceId, DeviceName, FolderPath, FileName, ActionType, AdditionalFields, ProcessCommandLine ) on DeviceId | project TimeGenerated, DeviceName, FolderPath, FileName, ActionType, AdditionalFields, ProcessCommandLine | order by TimeGenerated desc
Correct
3
73.37s
0.6324
o1-low
T1070.004-test.txt
union DeviceFileEvents, DeviceProcessEvents, DeviceEvents | join kind=inner ( DeviceInfo | where OSPlatform =~ "Linux" ) on DeviceId | where FolderPath startswith "/tmp/victim-files" or AdditionalFields contains "/tmp/victim-files" or InitiatingProcessCommandLine contains "/tmp/victim-files" | where ActionType in ("FileDeleted", "FileRemoved", "FileDelete") or AdditionalFields has_any ("delete", "removed") or InitiatingProcessCommandLine has "rm " | project TimeGenerated, DeviceName, ActionType, FolderPath, FileName, AdditionalFields, InitiatingProcessCommandLine | order by TimeGenerated desc
Correct
2
62.68s
0.6666
o3-high
No answer provided
No query generated
Incorrect
5
0.00s
0.1173
o3-mini-high
No answer provided
No query generated
Incorrect
5
0.00s
0.0403
o3-mini-low
No answer provided
No query generated
Incorrect
5
0.00s
0.0409
o4-mini-high
No answer provided
No query generated
Incorrect
5
0.00s
0.0496
o4-mini-low
No answer provided
No query generated
Incorrect
5
0.00s
0.0425