Question Analysis

Analyze the system logs for changes that indicate the addition of a port proxy configuration via registry key alteration. Identify which port number was set to listen.

b8223ea9-4be2-44a6-b50a-9657a3d4e72a
Question ID
1/23
Models Correct
1
Valid Answer
4%
Success Rate
Reference Answer

Human-validated correct answer for this question

1337
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
0.0429
gpt-35-turbo
No answer provided
No query generated
Incorrect
5
0.00s
0.0118
gpt-4-turbo-2024-04-09
No answer provided
No query generated
Incorrect
5
0.00s
0.2416
gpt-4.1
No answer provided
No query generated
Incorrect
5
0.00s
0.0456
gpt-4.1-finetuned
No answer provided
No query generated
Incorrect
5
0.00s
0.0496
gpt-4.1-mini
No answer provided
No query generated
Incorrect
5
0.00s
0.0067
gpt-4.1-nano
No answer provided
No query generated
Incorrect
5
0.00s
0.0014
gpt-4o
No answer provided
No query generated
Incorrect
5
0.00s
0.0541
gpt-5-high
No answer provided
No query generated
Incorrect
5
0.00s
0.2303
gpt-5-mini-high
No answer provided
No query generated
Incorrect
5
0.00s
0.0253
gpt-5-mini-low
8080
DeviceRegistryEvents | where isnotempty(RegistryKey) or isnotempty(RegistryValueName) or isnotempty(RegistryValueData) // Filter to likely PortProxy entries or things mentioning listenport/listenaddress or having an IP:port style name | where ( tolower(RegistryKey) contains "portproxy" or tolower(RegistryKey) contains "v4tov4" or tolower(RegistryKey) contains "v4tov6" or tolower(RegistryKey) contains "v6tov4" or tolower(RegistryKey) contains "v6tov6" or tostring(RegistryValueName) has ":" or tolower(tostring(RegistryValueName)) has "listenport" or tolower(tostring(RegistryValueName)) has "listenaddress" or tostring(RegistryValueData) has ":" or tolower(tostring(RegistryValueData)) has "listenport" ) // Focus on creation/modification events where a port proxy would be added or changed | where ActionType in ("SetValue", "Create", "ValueCreated", "ValueSet", "CreateKey", "Modify") or isnotempty(RegistryValueData) or isnotempty(PreviousRegistryValueData) | extend valueNameStr = tostring(RegistryValueName), valueDataStr = tostring(RegistryValueData), prevValueDataStr = tostring(PreviousRegistryValueData), keyStr = tostring(RegistryKey) // Try multiple extraction patterns. Namespace name often contains IP:PORT, so extract port from name first. | extend port_from_name = extract(@":(\d{1,5})\b", 1, valueNameStr) | extend port_from_name_suffix = extract(@"(\d{1,5})$", 1, valueNameStr) // Extract from common textual patterns in value data (e.g., "ListenPort=8080" or ":8080") | extend port_from_data_listen = extract(@"listenport\s*[:=]\s*(\d{1,5})", 1, tolower(valueDataStr)) | extend port_from_data_colon = extract(@":(\d{1,5})\b", 1, valueDataStr) | extend port_from_data_anynum = extract(@"\b(\d{1,5})\b", 1, valueDataStr) // Also check previous value data (in case of a change) | extend port_from_prev = extract(@":(\d{1,5})\b", 1, prevValueDataStr) // Coalesce to the first non-empty candidate and convert to int | extend listeningPortStr = coalesce(port_from_name, port_from_name_suffix, port_from_data_listen, port_from_data_colon, port_from_prev, port_from_data_anynum) | where isnotempty(listeningPortStr) | extend listeningPort = toint(listeningPortStr) | where isnotnull(listeningPort) and listeningPort between (1 .. 65535) // Provide context and summarize | project TimeGenerated, DeviceName, DeviceId, RegistryKey = keyStr, RegistryValueName = valueNameStr, RegistryValueData = valueDataStr, PreviousRegistryValueData = prevValueDataStr, listeningPort, ActionType, InitiatingProcessAccountName, InitiatingProcessFileName, InitiatingProcessCommandLine, InitiatingProcessId | order by TimeGenerated desc | summarize FirstSeen = min(TimeGenerated), LastSeen = max(TimeGenerated), Count = count() by DeviceName, DeviceId, listeningPort, RegistryKey, RegistryValueName, ActionType, InitiatingProcessFileName, InitiatingProcessAccountName, InitiatingProcessCommandLine | order by LastSeen desc | limit 500
Incorrect
2
47.25s
0.0110
gpt-5-mini-medium
No answer provided
No query generated
Incorrect
5
0.00s
0.0190
gpt-5-nano-high
No answer provided
No query generated
Incorrect
5
0.00s
0.0089
gpt-5-nano-medium
No answer provided
No query generated
Incorrect
5
0.00s
0.0078
grok-3-beta
No answer provided
No query generated
Incorrect
5
0.00s
0.1042
grok-3-mini-beta
No answer provided
No query generated
Incorrect
5
0.00s
0.0075
o1-high
No answer provided
No query generated
Incorrect
5
0.00s
0.7736
o1-low
No answer provided
No query generated
Incorrect
5
0.00s
0.7408
o3-high
No answer provided
No query generated
Incorrect
5
0.00s
0.0965
o3-mini-high
No answer provided
No query generated
Incorrect
5
0.00s
0.0438
o3-mini-low
No answer provided
No query generated
Incorrect
5
0.00s
0.0375
o4-mini-high
1337
let RegistryChanges = DeviceRegistryEvents | where RegistryKey has "PortProxy" | where ActionType in ("RegistryValueSet", "RegistryValueCreate") | extend ListenPort = coalesce( toint(extract(@"listenport[=:\s]*(\d+)", 1, RegistryValueData)), toint(extract(@"(\d{1,5})", 1, RegistryValueName)) ) | where isnotempty(ListenPort) | project TimeGenerated, DeviceName, Source = "Registry", RegistryKey, RegistryValueName, RegistryValueData, ListenPort; let NetshCommands = DeviceProcessEvents | where tolower(ProcessCommandLine) has "portproxy" | extend ListenPort = toint(extract(@"listenport\s*=\s*(\d+)", 1, ProcessCommandLine)) | where isnotempty(ListenPort) | project TimeGenerated, DeviceName, Source = "Process", ProcessCommandLine, ListenPort; RegistryChanges | union NetshCommands | sort by TimeGenerated desc | project TimeGenerated, DeviceName, Source, ListenPort, Details = iff(Source == "Registry", strcat("Key=", RegistryKey, "; ValueName=", RegistryValueName), ProcessCommandLine)
Correct
1
51.05s
0.0165
o4-mini-low
No answer provided
No query generated
Incorrect
5
0.00s
0.0440