Question Analysis

While investigating process creation logs on a Linux device, you observe a privileged hardware interrogation step used to reveal virtualization details. Which utility was invoked?

31dad7ad-2286-4c02-ae92-274418c85fec
Question ID
14/16
Models Correct
1
Valid Answer
88%
Success Rate
Reference Answer

Human-validated correct answer for this question

dmidecode
Model Performance Comparison

See how different AI models performed on this question

ModelAnswerKQL QueryStatusAttemptsTimeCost
gemini-2.5-flash-preview-04-17
dmidecode
DeviceProcessEvents | where ActionType == "ProcessCreated" | where AccountName == "root" | where FileName in ("virt-what", "dmidecode", "systemd-detect-virt", "lshw") | project Timestamp, DeviceName, FileName, ProcessCommandLine, AccountName
Correct
1
25.16s
0.0136
gpt-35-turbo
No answer provided
No query generated
Incorrect
5
0.00s
0.0111
gpt-4-turbo-2024-04-09
dmidecode
DeviceProcessEvents | where ProcessCommandLine contains 'dmidecode' | project DeviceName, InitiatingProcessAccountName, ProcessCommandLine, ProcessCreationTime
Correct
1
12.65s
0.0910
gpt-4.1
dmidecode
DeviceProcessEvents | where FileName in~ ("dmidecode", "lshw", "lscpu", "lspci", "systemd-detect-virt", "virt-what", "dmesg", "hostnamectl") | project TimeGenerated, DeviceName, FileName, ProcessCommandLine, AccountName, InitiatingProcessAccountName, ProcessTokenElevation | sort by TimeGenerated desc
Correct
2
10.77s
0.0232
gpt-4.1-finetuned
dmidecode
// Query to detect if a privileged hardware interrogation utility is invoked union DeviceProcessEvents, DeviceNetworkEvents, DeviceFileEvents, DeviceEvents | where ActionType == "ProcessCreated" // Focus on process creation events | where ProcessCommandLine contains "lscpu" // Looking for 'lscpu' command specifically // Optionally narrow to execute as root (UID 0) or Sudo users -- for example: // | where InitiatingProcessAccountName =~ "root" or InitiatingProcessCommandLine contains "/usr/bin/sudo" | project-reorder Timestamp, DeviceName, InitiatingProcessAccountUpn, InitiatingProcessCommandLine, ProcessCommandLine, InitiatingProcessParentFileName, InitiatingProcessParentCreationTime | summarize eventCount = count(), earliestEvent = min(Timestamp), latestEvent = max(Timestamp) by bin(Timestamp, 1d), DeviceName, InitiatingProcessAccountUpn, InitiatingProcessCommandLine, ProcessCommandLine, InitiatingProcessParentFileName, InitiatingProcessParentCreationTime | order by eventCount desc
Correct
1
15.50s
0.0177
gpt-4.1-mini
No answer provided
No query generated
Incorrect
5
0.00s
0.0073
gpt-4.1-nano
dmidecode
DeviceProcessEvents | where FileName in ('dmidecode', 'lshw', 'systeminfo', 'biosdecode', 'xxd') | project TimeGenerated, DeviceName, ProcessId, FileName, ProcessCommandLine | order by TimeGenerated desc
Correct
1
2.05s
0.0005
gpt-4o
dmidecode
DeviceProcessEvents | where InitiatingProcessCommandLine has_any ('lscpu', 'dmidecode', 'virt-what') or FileName has_any ('lscpu', 'dmidecode', 'virt-what') | project InitiatingProcessCommandLine, FileName, InitiatingProcessCreationTime, DeviceName, ProcessId
Correct
1
6.58s
0.0382
grok-3-beta
dmidecode
DeviceProcessEvents | join kind=inner DeviceInfo on DeviceId | where OSPlatform == 'Linux' | where ProcessCommandLine has 'dmidecode' or ProcessCommandLine has 'virt-what' or ProcessCommandLine has 'lscpu' or FileName has 'dmidecode' or FileName has 'virt-what' or FileName has 'lscpu' | project TimeGenerated, DeviceName, FileName, ProcessCommandLine, FolderPath, ProcessId, DeviceId | order by TimeGenerated desc | limit 50
Correct
3
24.02s
0.0918
grok-3-mini-beta
dmidecode
DeviceProcessEvents | join kind=inner (DeviceInfo | where OSPlatform == "Linux") on DeviceId | where ProcessCommandLine has_any ("dmidecode", "lshw", "lscpu", "virt-what") | summarize Utilities = make_set(FileName) by DeviceId | project Utilities
Correct
1
18.89s
0.0015
o1-high
dmidecode
DeviceProcessEvents | where ActionType == "ProcessCreated" | where FileName =~ "dmidecode" or ProcessCommandLine contains "dmidecode" | where DeviceId in (DeviceInfo | where OSPlatform == "Linux" | distinct DeviceId) | project TimeGenerated, DeviceId, DeviceName, FileName, ProcessCommandLine, InitiatingProcessCommandLine, AccountName, AccountDomain, LogonId | order by TimeGenerated desc
Correct
2
30.23s
0.3680
o1-low
dmidecode
DeviceInfo | where OSPlatform == "Linux" | summarize arg_max(TimeGenerated, *) by DeviceId | join kind=inner ( DeviceProcessEvents | where ActionType == "ProcessCreated" | where FileName =~ "dmidecode" or ProcessCommandLine has "dmidecode" ) on DeviceId | project TimeGenerated, DeviceName, FileName, ProcessCommandLine, InitiatingProcessCommandLine, AccountName, FolderPath
Correct
1
23.45s
0.3119
o3-mini-high
dmidecode
DeviceProcessEvents | where ProcessCommandLine contains "dmidecode" or InitiatingProcessCommandLine contains "dmidecode" | project TimeGenerated, DeviceName, ProcessId, FileName, ProcessCommandLine, InitiatingProcessCommandLine | order by TimeGenerated desc
Correct
1
21.60s
0.0217
o3-mini-low
dmidecode
DeviceProcessEvents | where ProcessCommandLine contains "dmidecode" or InitiatingProcessCommandLine contains "dmidecode" | project TimeGenerated, DeviceName, ProcessCommandLine, InitiatingProcessCommandLine, FileName | order by TimeGenerated desc
Correct
1
15.30s
0.0211
o4-mini-high
dmidecode
// Identify Linux devices let LinuxDevices = DeviceInfo | where OSPlatform has "Linux" or OSDistribution has "linux" | distinct DeviceId; // Find dmidecode invocations on those Linux devices DeviceProcessEvents | where DeviceId in (LinuxDevices) and (FileName == "dmidecode" or ProcessCommandLine has "dmidecode") | project TimeGenerated, DeviceName, FileName, ProcessCommandLine, InitiatingProcessFileName, AccountName | sort by TimeGenerated desc
Correct
1
27.28s
0.0156
o4-mini-low
dmidecode
let LinuxDevices = DeviceInfo | where OSPlatform contains "linux" | distinct DeviceId; DeviceProcessEvents | where DeviceId in (LinuxDevices) | where ProcessCommandLine contains "dmidecode" | project TimeGenerated, DeviceName, InitiatingProcessAccountName, ProcessCommandLine
Correct
1
32.12s
0.0139