Question Analysis

On a Linux endpoint, you suspect malicious clearing of the bash history by redirecting from the null device. Explore process or file events to uncover the exact shell command that performed this action.

b1251c35-dcd3-4ea1-86da-36d27b54f31f
Question ID
10/23
Models Correct
1
Valid Answer
43%
Success Rate
Reference Answer

Human-validated correct answer for this question

cat /dev/null > ~/.bash_history
Model Performance Comparison

See how different AI models performed on this question

ModelAnswerKQL QueryStatusAttemptsTimeCost
gemini-2.5-flash-preview-04-17
sh -c "cat /dev/null > ~/.bash_history"
DeviceProcessEvents | where ActionType == "ProcessCreated" | where FileName in ("bash", "sh", "dash", "ksh", "zsh") | where (ProcessCommandLine contains "/dev/null >" and (ProcessCommandLine contains ".bash_history" or ProcessCommandLine contains ".history")) or ProcessCommandLine contains "history -c" | project TimeGenerated, DeviceName, AccountName, ProcessCommandLine, InitiatingProcessCommandLine, InitiatingProcessFileName, InitiatingProcessCreationTime | order by TimeGenerated desc
Correct
1
20.49s
0.0115
gpt-35-turbo
No answer provided
No query generated
Incorrect
5
0.00s
0.0109
gpt-4-turbo-2024-04-09
sh -c "cat /dev/null > ~/.bash_history"
DeviceProcessEvents | where ProcessCommandLine contains 'history' and ProcessCommandLine contains '/dev/null' and ProcessCommandLine contains '>' | project DeviceName, AccountName, ProcessCommandLine, TimeGenerated
Correct
2
15.76s
0.0962
gpt-4.1
sh -c "cat /dev/null > ~/.bash_history"
DeviceProcessEvents | where FileName in~ ("bash", "sh", "zsh", "dash") | where ProcessCommandLine has_any ("> ~/.bash_history", ": > ~/.bash_history", "/dev/null > ~/.bash_history", "cat /dev/null > ~/.bash_history") | project TimeGenerated, DeviceName, AccountName, FileName, ProcessCommandLine, InitiatingProcessCommandLine
Correct
1
6.64s
0.0118
gpt-4.1-finetuned
sh -c "cat /dev/null > ~/.bash_history"
DeviceProcessEvents | where ProcessCommandLine contains "> ~/.bash_history" or ProcessCommandLine contains " >~/.bash_history" or (ProcessCommandLine contains "bash_history" and ProcessCommandLine contains ">") | sort by TimeGenerated desc | project TimeGenerated, DeviceName, ProcessCommandLine, AccountName, InitiatingProcessCommandLine, InitiatingProcessAccountName | top 10 by TimeGenerated desc
Correct
5
32.14s
0.0344
gpt-4.1-mini
No answer provided
No query generated
Incorrect
5
0.00s
0.0065
gpt-4.1-nano
No answer provided
No query generated
Incorrect
5
0.00s
0.0019
gpt-4o
sh -c "cat /dev/null > ~/.bash_history"
DeviceProcessEvents | where InitiatingProcessCommandLine has "bash" and ProcessCommandLine contains "/dev/null" | summarize arg_max(TimeGenerated, *) by DeviceId, ProcessId | project TimeGenerated, DeviceName, InitiatingProcessCommandLine, ProcessCommandLine, InitiatingProcessAccountName, InitiatingProcessId
Correct
3
30.35s
0.0390
gpt-5-high
cat /dev/null > ~/.bash_history
let linuxDeviceIds = DeviceInfo | where OSPlatform =~ "Linux" | distinct DeviceId; let SuspectProc = DeviceProcessEvents | where DeviceId in (linuxDeviceIds) | extend cmd = tolower(ProcessCommandLine) | where cmd has "/dev/null" | where cmd has ".bash_history" or cmd matches regex @"\bhistfile\b" | extend Technique = case( cmd has "ln " and cmd has "/dev/null", "Symlink history to /dev/null", cmd has "dd " and cmd has "if=/dev/null", "dd if=/dev/null to history", cmd has "cp " and cmd has "/dev/null", "cp /dev/null over history", cmd has "cat " and cmd has "/dev/null", "cat /dev/null > history", "Other via /dev/null") | project ProcTime=TimeGenerated, DeviceId, DeviceName, AccountName, FileName, ProcessId, ProcessCommandLine, InitiatingProcessId, InitiatingProcessFileName, InitiatingProcessCommandLine, Technique; let HistFileOps = DeviceFileEvents | where DeviceId in (linuxDeviceIds) | where ActionType in ("FileDeleted","FileCreated","FileModified","FileRenamed") | where FileName == ".bash_history" or FolderPath has "/.bash_history" | project FileEventTime=TimeGenerated, DeviceId, DeviceName, FileActionType=ActionType, FolderPath, FileName, InitiatingProcessAccountName, InitiatingProcessFileName, InitiatingProcessCommandLine, ReportId; SuspectProc | join kind=leftouter HistFileOps on DeviceId | where isnull(FileEventTime) or (FileEventTime between (ProcTime-10m .. ProcTime+10m)) | project ProcTime, DeviceName, AccountName, ProcessCommandLine, Technique, FileEventTime, FileActionType, FolderPath, HistFileEventInitiatorFile=InitiatingProcessFileName1, HistFileEventInitiatorCmd=InitiatingProcessCommandLine1 | order by ProcTime desc
Correct
2
198.99s
0.1319
gpt-5-mini-high
No answer provided
No query generated
Incorrect
5
0.00s
0.0208
gpt-5-mini-low
No answer provided
No query generated
Incorrect
5
0.00s
0.0178
gpt-5-mini-medium
cat /dev/null > ~/.bash_history
union isfuzzy=true DeviceProcessEvents, DeviceFileEvents, DeviceEvents | extend ProcessCommandLine = tostring(coalesce(ProcessCommandLine, InitiatingProcessCommandLine, "")), InitiatingProcessCommandLine = tostring(InitiatingProcessCommandLine), FileName = tostring(FileName), FolderPath = tostring(FolderPath), AdditionalFields = tostring(AdditionalFields) // Filter rows that reference /dev/null and a bash history file (in cmd, filename, folder or additional fields) | where ( (ProcessCommandLine contains "/dev/null" or InitiatingProcessCommandLine contains "/dev/null" or AdditionalFields contains "/dev/null") and (ProcessCommandLine contains "bash_history" or InitiatingProcessCommandLine contains "bash_history" or FileName contains "bash_history" or FolderPath contains "bash_history" or AdditionalFields contains "bash_history") ) or ( // file events on a bash_history file where the initiating/observed command referenced /dev/null FileName contains "bash_history" and (ProcessCommandLine contains "/dev/null" or InitiatingProcessCommandLine contains "/dev/null" or AdditionalFields contains "/dev/null") ) or ( // catch common overwrite/truncate patterns that target bash_history even if /dev/null token isn't on the same row (ProcessCommandLine matches regex @"(?i).*\b(cat|cp|truncate|:|echo|printf|>|>>).*(bash_history|\\.bash_history|~/\\.bash_history).*" ) or (InitiatingProcessCommandLine matches regex @"(?i).*\b(cat|cp|truncate|:|echo|printf|>|>>).*(bash_history|\\.bash_history|~/\\.bash_history).*" ) ) | extend evidenceCmd = iff(strlen(ProcessCommandLine) > 0, ProcessCommandLine, InitiatingProcessCommandLine) // extract short snippets to show the redirection or command that affected the history file | extend devnull_snippet = extract(@"(?i)[^;\n]{0,200}(/dev\/null[^;\n]{0,200})", 0, evidenceCmd), redirect_snippet = extract(@"(?i)[^;\n]{0,200}(?:cat|cp|truncate|:|echo|printf|>|>>)[^;\n]{0,200}(?:bash_history|\\.bash_history|~\/\\.bash_history)[^;\n]{0,200}", 0, evidenceCmd) | project TimeGenerated, DeviceName, AccountName, InitiatingProcessAccountName, ProcessId, InitiatingProcessId, ProcessCommandLine = evidenceCmd, InitiatingProcessCommandLine, FileName, FolderPath, ActionType, devnull_snippet, redirect_snippet, AdditionalFields, SourceSystem, ReportId | order by TimeGenerated desc | take 200
Correct
2
58.26s
0.0154
gpt-5-nano-high
No answer provided
No query generated
Incorrect
5
0.00s
0.0124
gpt-5-nano-medium
export HISTFILE="/dev/null"
let tFrom = ago(1d); let tTo = now(); let procHits = DeviceProcessEvents | where TimeGenerated between (tFrom .. tTo) | where (InitiatingProcessCommandLine contains "bash" or ProcessCommandLine contains "bash") | where ( InitiatingProcessCommandLine contains "/dev/null" or ProcessCommandLine contains "/dev/null" or InitiatingProcessCommandLine contains "> ~/.bash_history" or InitiatingProcessCommandLine contains ">/.bash_history" or ProcessCommandLine contains "> ~/.bash_history" or ProcessCommandLine contains ">/.bash_history" or InitiatingProcessCommandLine contains "cat /dev/null" or InitiatingProcessCommandLine contains "truncate -s 0 ~/.bash_history" or InitiatingProcessCommandLine contains "history -c" ) | project TimeGenerated, DeviceName, InitiatingProcessAccountName, InitiatingProcessCommandLine, ProcessCommandLine, InitiatingProcessFolderPath, FolderPath, FileName, InitiatingProcessId, ProcessId; let fileHits = DeviceFileEvents | where TimeGenerated between (tFrom .. tTo) | where (FolderPath contains ".bash_history" or FileName contains ".bash_history" or FileName contains "bash_history") | project TimeGenerated, DeviceName, FolderPath, FileName, ActionType, InitiatingProcessCommandLine; procHits | union fileHits | order by TimeGenerated desc | take 200
Incorrect
2
64.21s
0.0046
grok-3-beta
No answer provided
No query generated
Incorrect
5
0.00s
0.0938
grok-3-mini-beta
cat /dev/null > ~/.bash_history
let LinuxDevices = DeviceInfo | where OSPlatform == "Linux" | distinct DeviceId; DeviceProcessEvents | where DeviceId in (LinuxDevices) | where ProcessCommandLine contains "history" and ProcessCommandLine contains "-c" and ProcessCommandLine contains "/dev/null" | project TimeGenerated, DeviceName, AccountName, ProcessCommandLine, ProcessId | order by TimeGenerated desc
Correct
1
19.71s
0.0018
o1-high
cat
union DeviceProcessEvents, DeviceFileEvents | where TimeGenerated >= ago(30d) // Restrict to Linux devices | join kind=inner ( DeviceInfo | where OSPlatform =~ "Linux" | distinct DeviceId ) on DeviceId // Filter for command lines referencing /dev/null and bash_history, // or file references indicating .bash_history modifications. | where ( (isnotempty(ProcessCommandLine) and ProcessCommandLine has_all ("/dev/null", "bash_history")) or (isnotempty(InitiatingProcessCommandLine) and InitiatingProcessCommandLine has_all ("/dev/null", "bash_history")) or FileName == ".bash_history") // Return key data fields | project TimeGenerated, DeviceName, ActionType, ProcessCommandLine, InitiatingProcessCommandLine, FolderPath, FileName // Sort and limit to reduce result size | order by TimeGenerated desc | limit 1000
Incorrect
3
90.57s
0.6543
o1-low
cat/dev/null>~/.bash_history
DeviceInfo | where OSPlatform == "Linux" | distinct DeviceId, DeviceName | join kind=inner ( DeviceProcessEvents | where ActionType == "ProcessCreated" // Adjust to match desired pattern of suspicious commands | where ProcessCommandLine has "/dev/null" | where ProcessCommandLine has_any ("bash_history", ".bash_history") ) on DeviceId | project TimeGenerated, DeviceName, AccountName, InitiatingProcessCommandLine, ProcessCommandLine | order by TimeGenerated desc | limit 100
Incorrect
2
74.46s
0.5151
o3-high
cat /dev/null > ~/.bash_history
// ---- hunting: suspicious bash-history wipe by redirecting /dev/null ---- let startTime = ago(7d); // <-- portal will overwrite let endTime = now(); // <-- portal will overwrite // Pull Linux devices only let LinuxDevices = DeviceInfo | where OSPlatform == "Linux" | project DeviceId; // 1. Process executions that redirect /dev/null into .bash_history let ProcWipe = DeviceProcessEvents | where TimeGenerated between (startTime .. endTime) | where DeviceId in (LinuxDevices) // classical pattern: both tokens should exist in the same command line | where ProcessCommandLine contains "/dev/null" and ProcessCommandLine contains ".bash_history" | extend Evidence = "Process redirected /dev/null into bash_history" | project TimeGenerated, DeviceName, AccountName, ProcessCommandLine, FileName, FolderPath, Evidence; // 2. Low-level file activity against the bash_history file that indicates truncate/delete/overwrite let FileWipe = DeviceFileEvents | where TimeGenerated between (startTime .. endTime) | where DeviceId in (LinuxDevices) | where FileName == ".bash_history" or FolderPath endswith ".bash_history" | where ActionType in ("FileTruncated", "FileOverwritten", "FileDeleted", "FileRenamed", "FileCreated") | extend Evidence = strcat("File event: ", ActionType) | project TimeGenerated, DeviceName, AccountName = InitiatingProcessAccountName, ProcessCommandLine = InitiatingProcessCommandLine, FileName, FolderPath, Evidence; // 3. Combine and sort union ProcWipe, FileWipe | sort by TimeGenerated desc
Correct
1
51.71s
0.0291
o3-mini-high
cat
union withsource=TableName DeviceProcessEvents, DeviceFileEvents | extend CommandLine = iif(isnotempty(InitiatingProcessCommandLine), InitiatingProcessCommandLine, ProcessCommandLine) | where CommandLine contains "/dev/null" and CommandLine contains "history" | project TimeGenerated, DeviceName, TableName, CommandLine, FileName, FolderPath, ActionType | sort by TimeGenerated desc | limit 200
Incorrect
2
102.21s
0.0229
o3-mini-low
cat
DeviceProcessEvents | where ProcessCommandLine contains "/dev/null" | where ProcessCommandLine contains "bash_history" | project TimeGenerated, DeviceName, AccountName, ProcessCommandLine, InitiatingProcessCommandLine | sort by TimeGenerated desc
Incorrect
1
59.58s
0.0172
o4-mini-high
No answer provided
No query generated
Incorrect
5
0.00s
0.0463
o4-mini-low
cat /dev/null > ~/.bash_history
let proc = DeviceProcessEvents | where ProcessCommandLine contains "/dev/null" and ProcessCommandLine contains "bash_history" or ProcessCommandLine contains "history -c" | project TimeGenerated, DeviceName, User = InitiatingProcessAccountName, CommandLine = ProcessCommandLine; let file = DeviceFileEvents | where FileName endswith ".bash_history" and ActionType in ("FileCreated", "FileModified") | project TimeGenerated, DeviceName, User = InitiatingProcessAccountName, CommandLine = InitiatingProcessCommandLine, File = FileName, ActionType; proc | union file | sort by TimeGenerated desc
Correct
1
42.52s
0.0132