Question Analysis

An attacker on a Linux host has attempted to turn off command history by modifying an environment variable. Using process execution logs, determine the exact shell command used to set HISTSIZE to zero.

386d3850-2ce7-4508-b56b-c0558922c814
Question ID
19/23
Models Correct
1
Valid Answer
83%
Success Rate
Reference Answer

Human-validated correct answer for this question

export HISTSIZE=0
Model Performance Comparison

See how different AI models performed on this question

ModelAnswerKQL QueryStatusAttemptsTimeCost
gemini-2.5-flash-preview-04-17
export HISTSIZE=0
DeviceProcessEvents | where ProcessCommandLine contains "HISTSIZE=0" | project TimeGenerated, DeviceName, ProcessCommandLine, AccountName
Correct
1
7.58s
0.0031
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
0.2212
gpt-4.1
export HISTSIZE=0
DeviceProcessEvents | where ProcessCommandLine has "HISTSIZE=0" | project TimeGenerated, DeviceName, AccountName, ProcessCommandLine
Correct
1
5.59s
0.0123
gpt-4.1-finetuned
export HISTSIZE=0
DeviceProcessEvents | where TimeGenerated >= ago(30d) | where ProcessCommandLine contains "HISTSIZE=0"
Correct
2
10.82s
0.0330
gpt-4.1-mini
export HISTSIZE=0
DeviceProcessEvents | where ProcessCommandLine has_cs "HISTSIZE=0" | project Timestamp, DeviceName, AccountName, FileName, ProcessCommandLine | order by Timestamp desc
Correct
1
3.25s
0.0024
gpt-4.1-nano
No answer provided
No query generated
Incorrect
5
0.00s
0.0015
gpt-4o
export HISTSIZE=0
DeviceProcessEvents | where ProcessCommandLine has "HISTSIZE=0" | project TimeGenerated, DeviceName, AccountName, ProcessCommandLine
Correct
1
2.99s
0.0158
gpt-5-high
export HISTSIZE=0
let histAssign = @"(?i)\b(?:export\s+|declare\s+-x\s+)?HISTSIZE\s*=\s*0\b"; let linuxDevices = DeviceInfo | where OSPlatform =~ "Linux" | distinct DeviceId; DeviceProcessEvents | where DeviceId in (linuxDevices) | where ActionType == "ProcessCreated" | where (isnotempty(ProcessCommandLine) and ProcessCommandLine matches regex histAssign) or (isnotempty(InitiatingProcessCommandLine) and InitiatingProcessCommandLine matches regex histAssign) | extend ShellCommand = case(ProcessCommandLine matches regex histAssign, ProcessCommandLine, InitiatingProcessCommandLine) | project TimeGenerated, DeviceName, AccountName, InitiatingProcessAccountName, FileName, FolderPath, ShellCommand, ProcessCommandLine, InitiatingProcessFileName, InitiatingProcessCommandLine, ProcessId, InitiatingProcessId | order by TimeGenerated desc
Correct
1
123.34s
0.0529
gpt-5-mini-high
export HISTSIZE=0
let pattern = "(?i)\\b(?:export\\s+HISTSIZE\\s*=\\s*0|HISTSIZE\\s*=\\s*0)\\b"; let linuxDevices = DeviceInfo | where isnotempty(OSPlatform) and tolower(OSPlatform) contains "linux" | distinct DeviceId; let p_proc = DeviceProcessEvents | where DeviceId in (linuxDevices) | where isnotempty(ProcessCommandLine) and ProcessCommandLine matches regex pattern or isnotempty(InitiatingProcessCommandLine) and InitiatingProcessCommandLine matches regex pattern | extend FoundIn = case(isnotempty(ProcessCommandLine) and ProcessCommandLine matches regex pattern, "ProcessCommandLine", "InitiatingProcessCommandLine") | project TimeGenerated, SourceTable = "DeviceProcessEvents", DeviceName, DeviceId, AccountName, ProcessId, InitiatingProcessId, ProcessCommandLine, InitiatingProcessCommandLine, FoundIn, ReportId, SourceSystem; let p_dev = DeviceEvents | where DeviceId in (linuxDevices) | where isnotempty(ProcessCommandLine) and ProcessCommandLine matches regex pattern or isnotempty(InitiatingProcessCommandLine) and InitiatingProcessCommandLine matches regex pattern | extend FoundIn = case(isnotempty(ProcessCommandLine) and ProcessCommandLine matches regex pattern, "ProcessCommandLine", "InitiatingProcessCommandLine") | project TimeGenerated, SourceTable = "DeviceEvents", DeviceName, DeviceId, AccountName, ProcessId, InitiatingProcessId, ProcessCommandLine, InitiatingProcessCommandLine, FoundIn, ReportId, SourceSystem; let p_file = DeviceFileEvents | where DeviceId in (linuxDevices) | where isnotempty(InitiatingProcessCommandLine) and InitiatingProcessCommandLine matches regex pattern or isnotempty(InitiatingProcessCommandLine) and InitiatingProcessCommandLine matches regex pattern | extend FoundIn = "InitiatingProcessCommandLine" | project TimeGenerated, SourceTable = "DeviceFileEvents", DeviceName, DeviceId, AccountName = InitiatingProcessAccountName, ProcessId = InitiatingProcessId, InitiatingProcessId, ProcessCommandLine = InitiatingProcessCommandLine, InitiatingProcessCommandLine = InitiatingProcessCommandLine, FoundIn, ReportId, SourceSystem; (p_proc | union p_dev | union p_file) | sort by TimeGenerated desc | distinct * | take 200
Correct
1
28.21s
0.0074
gpt-5-mini-low
export HISTSIZE=0
// Look for commands that set HISTSIZE to 0 in Linux shell process logs let pattern = @"(?i)(?:\bexport\s+)?HISTSIZE\s*=\s*0\b|\benv\s+HISTSIZE\s*=\s*0\b|\bHISTSIZE\s+0\b"; let proc = DeviceProcessEvents | where isnotempty(ProcessCommandLine) // Identify likely shell processes by FileName or by shell mention in the command line | where FileName in~ ("bash","sh","zsh","dash","ksh","/bin/bash","/bin/sh","/usr/bin/bash","/usr/bin/zsh") or ProcessCommandLine matches regex @"(?i)\b(bash|sh|zsh|dash|ksh)\b" | where ProcessCommandLine matches regex pattern | extend matched = extract(pattern, 0, ProcessCommandLine) | extend lower_cmd = tolower(ProcessCommandLine) | extend hpos = indexof(lower_cmd, "histsize") | extend start_idx = iif(hpos > 100, hpos - 100, 0) | extend match_context = substring(ProcessCommandLine, start_idx, 300) | project TimeGenerated, DeviceName, DeviceId, AccountName, AccountDomain, FileName, ProcessId, ProcessCreationTime, ProcessCommandLine, InitiatingProcessCommandLine, matched, match_context; let dev = DeviceEvents | where isnotempty(ProcessCommandLine) | where FileName in~ ("bash","sh","zsh","dash","ksh","/bin/bash","/bin/sh","/usr/bin/bash","/usr/bin/zsh") or ProcessCommandLine matches regex @"(?i)\b(bash|sh|zsh|dash|ksh)\b" | where ProcessCommandLine matches regex pattern | extend matched = extract(pattern, 0, ProcessCommandLine) | extend lower_cmd = tolower(ProcessCommandLine) | extend hpos = indexof(lower_cmd, "histsize") | extend start_idx = iif(hpos > 100, hpos - 100, 0) | extend match_context = substring(ProcessCommandLine, start_idx, 300) | project TimeGenerated, DeviceName, DeviceId, AccountName, AccountDomain, FileName, ProcessId, ProcessCreationTime, ProcessCommandLine, InitiatingProcessCommandLine, matched, match_context; proc | union dev | where isnotempty(matched) or ProcessCommandLine contains "HISTSIZE" | order by TimeGenerated desc | take 200 | project TimeGenerated, DeviceName, DeviceId, AccountDomain=AccountDomain, AccountName, FileName, ProcessId, ProcessCreationTime, ProcessCommandLine, InitiatingProcessCommandLine, matched, match_context
Correct
3
44.10s
0.0105
gpt-5-mini-medium
sh -c "export HISTSIZE=0; whoami"
let pattern = @"(?i)(HISTSIZE\s*=\s*0)"; let pe = DeviceProcessEvents | where isnotempty(ProcessCommandLine) and ProcessCommandLine matches regex pattern | project TimeGenerated, DeviceName, AccountName, ProcessId, ProcessCreationTime, ProcessCommandLine, InitiatingProcessFileName, InitiatingProcessCommandLine; let de = DeviceEvents | where (isnotempty(ProcessCommandLine) and ProcessCommandLine matches regex pattern) or (isnotempty(InitiatingProcessCommandLine) and InitiatingProcessCommandLine matches regex pattern) | project TimeGenerated, DeviceName, AccountName, ProcessId=ProcessId, ProcessCreationTime, ProcessCommandLine, InitiatingProcessCommandLine, InitiatingProcessFileName; union pe, de | extend ExactCommand = coalesce(ProcessCommandLine, InitiatingProcessCommandLine) | extend Matched = extract(pattern, 1, ExactCommand) | where isnotempty(ExactCommand) | project TimeGenerated, DeviceName, AccountName, ProcessId, InitiatingProcessFileName, ProcessCreationTime, ExactCommand, Matched | sort by TimeGenerated desc | take 100
Correct
1
44.22s
0.0092
gpt-5-nano-high
No answer provided
No query generated
Incorrect
5
0.00s
0.0107
gpt-5-nano-medium
export HISTSIZE=0
let histPattern = @"(?i)((?:\bHISTSIZE\s*=\s*0\b|export\s+HISTSIZE\s*=\s*0\b))"; DeviceProcessEvents | where ProcessCommandLine matches regex histPattern or InitiatingProcessCommandLine matches regex histPattern | extend HistFromProc = extract(histPattern, 1, ProcessCommandLine) | extend HistFromInit = extract(histPattern, 1, InitiatingProcessCommandLine) | extend MatchedLine = iif(isnotempty(HistFromInit), HistFromInit, HistFromProc) | where isnotempty(MatchedLine) | project TimeGenerated, DeviceName, InitiatingProcessAccountName, MatchedLine, ProcessCommandLine, InitiatingProcessCommandLine | sort by TimeGenerated desc | take 100
Correct
5
165.46s
0.0080
grok-3-beta
export HISTSIZE=0
DeviceProcessEvents | where ProcessCommandLine contains 'HISTSIZE=0' | project Timestamp, DeviceName, AccountName, ProcessCommandLine, FileName, FolderPath | order by Timestamp desc
Correct
1
7.36s
0.0224
grok-3-mini-beta
export HISTSIZE=0;
DeviceProcessEvents | where ProcessCommandLine contains 'HISTSIZE=0' | project TimeGenerated, DeviceName, AccountName, ProcessCommandLine | order by TimeGenerated desc
Correct
1
12.65s
0.0017
o1-high
export HISTSIZE=0
DeviceProcessEvents | where ProcessCommandLine has_any("export HISTSIZE=0", "HISTSIZE=0") | project TimeGenerated, DeviceName, AccountName, ProcessCommandLine | order by TimeGenerated desc
Correct
1
40.12s
0.3144
o1-low
export HISTSIZE=0
DeviceProcessEvents | join kind=inner (DeviceInfo | where OSPlatform == "Linux") on DeviceId | where ProcessCommandLine has "HISTSIZE=0" | project TimeGenerated, DeviceName, AccountName, ProcessCommandLine, InitiatingProcessAccountName, FolderPath | order by TimeGenerated desc
Correct
1
45.66s
0.3424
o3-high
export HISTSIZE=0
let timerange = 1d; // the portal will overwrite this let StartTime = ago(timerange); let EndTime = now(); // --- identify Linux devices --- let LinuxDevices = DeviceInfo | where TimeGenerated between (StartTime .. EndTime) | where OSPlatform =~ "Linux" | project DeviceId, DeviceName; // --- find processes that disable history --- DeviceProcessEvents | where TimeGenerated between (StartTime .. EndTime) | where ActionType =~ "ProcessCreated" | join kind = inner (LinuxDevices) on DeviceId // match HISTSIZE = 0 (case-insensitive, allow whitespace) | where ProcessCommandLine matches regex @"(?i)\bHISTSIZE\s*=\s*0\b" // keep the most useful context | project TimeGenerated, DeviceName, AccountName, FileName, ProcessId, ProcessCommandLine, InitiatingProcessCommandLine, InitiatingProcessAccountName | order by TimeGenerated desc
Correct
1
57.60s
0.0344
o3-mini-high
export
DeviceProcessEvents | where ProcessCommandLine contains "HISTSIZE=0" | project TimeGenerated, DeviceName, AccountName, ProcessCommandLine, InitiatingProcessCommandLine | order by TimeGenerated desc
Correct
1
14.93s
0.0118
o3-mini-low
export HISTSIZE=0
DeviceProcessEvents | where ProcessCommandLine contains "HISTSIZE=0" | project TimeGenerated, DeviceName, ProcessCommandLine
Correct
1
92.77s
0.0131
o4-mini-high
export HISTSIZE=0
DeviceProcessEvents // Filter for HISTSIZE assignments of zero, optionally preceded by 'export' | where ProcessCommandLine matches regex @"\b(?:export\s+)?HISTSIZE\s*=\s*0\b" // Restrict to Linux devices | join kind=inner ( DeviceInfo | where OSPlatform == "Linux" | distinct DeviceId ) on DeviceId // Select and rename fields of interest | project Timestamp = TimeGenerated, DeviceName, AccountName, ProcessCommandLine, ProcessId // Sort chronologically | sort by Timestamp asc
Correct
4
154.36s
0.0335
o4-mini-low
export HISTSIZE=0
DeviceProcessEvents // (The time filter is applied by the calling context) | join kind=inner ( DeviceInfo | where OSPlatform == "Linux" | project DeviceId ) on DeviceId | where ProcessCommandLine matches regex @"(?i)\b(export\s+)?HISTSIZE\s*=\s*0\b" | project TimeGenerated=Timestamp, DeviceName, AccountName, CommandLine=ProcessCommandLine | sort by TimeGenerated desc
Correct
2
111.05s
0.0219