Question Analysis

On Linux, review the process execution logs to uncover when Chromium’s bookmark JSON files were being located and the results persisted. Focus on shell commands that search under .config/chromium and write output to a file. What was the filename used to save the findings?

88ca025b-3040-44eb-9168-bd8af22b82fa
Question ID
15/23
Models Correct
1
Valid Answer
65%
Success Rate
Reference Answer

Human-validated correct answer for this question

T1217-Chrome.txt
Model Performance Comparison

See how different AI models performed on this question

ModelAnswerKQL QueryStatusAttemptsTimeCost
gemini-2.5-flash-preview-04-17
/tmp/T1217-Chrome.txt
DeviceProcessEvents | where ActionType == "ProcessCreated" | where ProcessCommandLine has ".config/chromium" and ProcessCommandLine has ">" | extend OutputFilename = trim_start(' ', substring(ProcessCommandLine, indexof(ProcessCommandLine, '>') + 1)) | project Timestamp, DeviceName, AccountName, ProcessCommandLine, OutputFilename
Correct
1
11.60s
0.0041
gpt-35-turbo
No answer provided
No query generated
Incorrect
5
0.00s
0.0109
gpt-4-turbo-2024-04-09
/tmp/T1217-Chrome.txt
DeviceProcessEvents | where ProcessCommandLine contains ".config/chromium" and (ProcessCommandLine contains "find" and (ProcessCommandLine contains ">" or ProcessCommandLine contains ">>" or ProcessCommandLine contains "|")) | extend target_file = extract_all(@"(?:[|]|>>?)\s*([^\s>]+)", ProcessCommandLine) | mv-expand target_file to typeof(string) | project TimeGenerated, DeviceName, AccountName, ProcessCommandLine, target_file
Correct
4
32.56s
0.2053
gpt-4.1
/tmp/T1217-Chrome.txt
DeviceProcessEvents | where ProcessCommandLine has '.config/chromium' and (ProcessCommandLine has '.json' or ProcessCommandLine has 'Bookmarks') | where ProcessCommandLine has_any (">", ">>") | where ProcessCommandLine matches regex @'\b(find|grep|cat)\b' | extend OutputFile = extract(@'>\s*([^ >]+)', 1, ProcessCommandLine) | summarize Count=count(), FirstSeen=min(TimeGenerated), LastSeen=max(TimeGenerated) by DeviceName, ProcessCommandLine, OutputFile | project DeviceName, FirstSeen, LastSeen, ProcessCommandLine, OutputFile, Count | order by FirstSeen asc
Correct
1
6.73s
0.0121
gpt-4.1-finetuned
No answer provided
No query generated
Incorrect
5
0.00s
0.0449
gpt-4.1-mini
/tmp/T1217-Chrome.txt
DeviceProcessEvents | where ProcessCommandLine has_any ("find", "grep") and ProcessCommandLine has ".config/chromium" | where ProcessCommandLine contains ">" or ProcessCommandLine contains "tee" | extend OutputFile = extract(@"[>|] ?([^\s]+)", 1, ProcessCommandLine) | project TimeGenerated, ProcessCommandLine, OutputFile | order by TimeGenerated asc
Correct
1
3.57s
0.0023
gpt-4.1-nano
No answer provided
No query generated
Incorrect
5
0.00s
0.0018
gpt-4o
No answer provided
No query generated
Incorrect
5
0.00s
0.0658
gpt-5-high
No answer provided
No query generated
Incorrect
5
0.00s
0.2960
gpt-5-mini-high
/tmp/T1217-Chrome.txt
// Find process events on Linux where commands search under ~/.config/chromium and redirect output to a file let redirect_ops = @"(>|\|\s*tee\b|2>\s*|&>\s*)"; let chromium_path_pattern = @"\.config/chromium"; let bookmark_keywords = dynamic(["Bookmarks","Bookmarks.bak","bookmark","bookmark*","*Bookmarks*"]); // Search DeviceProcessEvents (more detailed process telemetry) and DeviceEvents (fallback) for command lines ( DeviceProcessEvents | where ProcessCommandLine has_cs ".config/chromium" or InitiatingProcessCommandLine has_cs ".config/chromium" | where ProcessCommandLine matches regex @".*(Bookmarks|Bookmarks\.bak|bookmark).*" or InitiatingProcessCommandLine matches regex @".*(Bookmarks|Bookmarks\.bak|bookmark).*" | where ProcessCommandLine contains ">" or ProcessCommandLine contains "tee" or ProcessCommandLine contains "2>" or ProcessCommandLine contains "&>" | extend CommandLine = tostring(ProcessCommandLine), Time = ProcessCreationTime, Device = DeviceName, PID = ProcessId, InitiatingCommandLine = tostring(InitiatingProcessCommandLine) ) | union ( DeviceEvents | where ProcessCommandLine has_cs ".config/chromium" or InitiatingProcessCommandLine has_cs ".config/chromium" | where ProcessCommandLine matches regex @".*(Bookmarks|Bookmarks\.bak|bookmark).*" or InitiatingProcessCommandLine matches regex @".*(Bookmarks|Bookmarks\.bak|bookmark).*" | where ProcessCommandLine contains ">" or ProcessCommandLine contains "tee" or ProcessCommandLine contains "2>" or ProcessCommandLine contains "&>" | extend CommandLine = coalesce(ProcessCommandLine, InitiatingProcessCommandLine), Time = TimeGenerated, Device = DeviceName, PID = ProcessId ) | extend OutputFile = extract(@"(?:>\s*|tee\s+|2>\s*|&>\s*)([^\s;|]+)", 1, CommandLine) | project Time, Device, PID, FileName, CommandLine, InitiatingCommandLine, OutputFile | where isnotempty(OutputFile) | summarize count() , any(Device) , any(FileName) by OutputFile, tostring(CommandLine) | order by count_ desc | take 50
Correct
1
13.59s
0.0033
gpt-5-mini-low
/tmp/T1217-Chrome.txt
union isfuzzy=true DeviceProcessEvents, DeviceEvents | extend cmd = coalesce(ProcessCommandLine, InitiatingProcessCommandLine) // Only consider records that mention chromium config and a save/redirect operation | where isnotempty(cmd) and cmd contains ".config/chromium" and (cmd contains ">" or cmd contains "tee" or cmd contains "curl -o" or cmd contains "wget -O" or cmd contains ">>") // Try multiple patterns to capture the target filename for redirects, tee and curl/wget -o/-O | extend outfile = coalesce( extract("(?:>>|>)[ \t]*([^ \t;|]+)", 1, cmd), extract("\\btee(?:[ \t]+-[^ \t]+[ \t]*)*[ \t]+([^ \t;|]+)", 1, cmd), extract("(?:curl|wget)[^;|]*?(?:-o|-O)[ \t]*([^ \t;|]+)", 1, cmd) ) | where isnotempty(outfile) | extend outfile = trim("'\";| ", outfile) | project TimeGenerated, DeviceName, AccountName, ProcessFileName = coalesce(FileName, InitiatingProcessFileName), cmd, outfile | order by TimeGenerated desc
Correct
4
99.10s
0.0191
gpt-5-mini-medium
/tmp/T1217-Chrome.txt
let linuxDevices = DeviceInfo | where tolower(OSPlatform) has "linux" | distinct DeviceId; union DeviceProcessEvents, DeviceEvents | where DeviceId in (linuxDevices) | where (isnotempty(ProcessCommandLine) and tolower(ProcessCommandLine) contains ".config/chromium") or (isnotempty(InitiatingProcessCommandLine) and tolower(InitiatingProcessCommandLine) contains ".config/chromium") | extend cmd = coalesce(ProcessCommandLine, InitiatingProcessCommandLine) | where cmd matches regex @".*(>|>>|\|\s*tee).*" | extend outputFile = extract(@"(?:>\s*|>>\s*|\|\s*tee(?:\s+-a)?\s+)([^ \t\n;|]+)", 1, cmd) | project TimeGenerated, DeviceName, AccountName, InitiatingProcessFileName, ProcessId, cmd, outputFile | order by TimeGenerated desc
Correct
1
26.45s
0.0070
gpt-5-nano-high
T1217-Chrome.txt
DeviceProcessEvents | where isnotempty(InitiatingProcessCommandLine) | where InitiatingProcessCommandLine contains_cs ".config/chromium" // Linux Chromium config path (case sensitive) | where ( InitiatingProcessCommandLine contains_cs "grep" or InitiatingProcessCommandLine contains_cs "find" or InitiatingProcessCommandLine contains_cs "rg" or InitiatingProcessCommandLine contains_cs "locate" or InitiatingProcessCommandLine contains_cs "fd" or InitiatingProcessCommandLine contains_cs "ripgrep" ) | where InitiatingProcessCommandLine contains_cs ">" or InitiatingProcessCommandLine contains_cs ">>" | extend RedirectTargetRaw = extract(@">\s*(.*)$", 1, InitiatingProcessCommandLine) | extend RedirectTarget = RedirectTargetRaw | project TimeGenerated, DeviceName, InitiatingProcessCommandLine, RedirectTarget
Correct
1
41.87s
0.0028
gpt-5-nano-medium
/tmp/T1217-Chrome.txt
DeviceProcessEvents | where TimeGenerated >= ago(30d) | extend CmdLine = coalesce(InitiatingProcessCommandLine, ProcessCommandLine) | extend FolderPath = coalesce(InitiatingProcessFolderPath, FolderPath) | where tolower(FolderPath) contains ".config/chromium" or tolower(CmdLine) contains ".config/chromium" | where (tolower(CmdLine) contains "grep" or tolower(CmdLine) contains "find" or tolower(CmdLine) contains "grep -R" or tolower(CmdLine) contains "grep -r") | where (tolower(CmdLine) contains ">" or tolower(CmdLine) contains ">>" or tolower(CmdLine) contains "tee") | extend OutputFile = tostring(coalesce(extract("[>]{1,2}\\s*([^\\s]+)$", 1, CmdLine), extract("tee\\s+([^\\s]+)$", 1, CmdLine))) | project TimeGenerated, DeviceId, DeviceName, CmdLine, FolderPath, OutputFile
Correct
3
141.25s
0.0062
grok-3-beta
T1217-Chrome.txt
DeviceProcessEvents | where ProcessCommandLine contains ".config/chromium" | where ProcessCommandLine matches regex "(find|grep|ls)" | where ProcessCommandLine contains ">" or ProcessCommandLine contains ">>" | extend OutputFile = extract(">>?.*?([\\/]?[\\/a-zA-Z0-9._-]+)", 1, ProcessCommandLine) | project Timestamp, DeviceName, AccountName, ProcessCommandLine, OutputFile | order by Timestamp desc
Correct
1
17.20s
0.0221
grok-3-mini-beta
/tmp/T1217-Chrome.txt
DeviceProcessEvents | join kind=inner (DeviceInfo | where OSPlatform == 'Linux' | project DeviceId, DeviceName) on DeviceId | where ProcessCommandLine contains '.config/chromium' and ProcessCommandLine contains '>' | extend Filename = extract(@' > \"([^\"]+)\"| > ([^ ]+)', 1, ProcessCommandLine) // Extracts filename after '>' , handling quoted or unquoted paths | project TimeGenerated, DeviceName, ProcessCommandLine, Filename | summarize arg_max(TimeGenerated, *) by Filename // Summarizes to show the latest occurrence per filename
Correct
1
15.57s
0.0016
o1-high
No answer provided
No query generated
Incorrect
5
0.00s
0.9651
o1-low
/tmp/T1217-Chrome.txt
DeviceProcessEvents | join kind=inner ( DeviceInfo | where OSPlatform =~ "Linux" | project DeviceId ) on DeviceId | where ProcessCommandLine has ".config/chromium" and (ProcessCommandLine contains ">" or ProcessCommandLine contains ">>") | extend SavedFile = extract(@"(?:>|>>)\s+([^\s]+)", 1, ProcessCommandLine) | project TimeGenerated, DeviceName, ProcessCommandLine, SavedFile | summarize UniqueFilenames = make_set(SavedFile)
Correct
4
94.29s
0.7128
o3-high
No answer provided
No query generated
Incorrect
5
0.00s
0.0987
o3-mini-high
SavedFile
DeviceProcessEvents | where ProcessCommandLine has ".config/chromium" and ProcessCommandLine has ">" | extend SavedFile = extract(@">\s*([^\s]+)", 1, ProcessCommandLine) | where isnotempty(SavedFile) | summarize by SavedFile | project SavedFile
Incorrect
1
37.52s
0.0086
o3-mini-low
T1217-Chrome.txt
DeviceProcessEvents | where ProcessCommandLine has ".config/chromium" and ProcessCommandLine has ">" | extend outputFile = extract(@">\s*([^\s]+)", 1, ProcessCommandLine) | where isnotempty(outputFile) | project TimeGenerated, DeviceName, ProcessCommandLine, outputFile | order by TimeGenerated desc
Correct
1
12.03s
0.0120
o4-mini-high
/tmp/T1217-Chrome.txt
DeviceProcessEvents | where InitiatingProcessFileName in ("bash","sh","dash","zsh") | where ProcessCommandLine has ".config/chromium" and ProcessCommandLine has ">" | extend SavedFile = extract("[>]{1,2}\\s*['\"`]?([^'\"`;&| ]+)", 1, ProcessCommandLine) | where isnotempty(SavedFile) | distinct SavedFile
Correct
3
124.81s
0.0458
o4-mini-low
/tmp/T1217-Chrome.txt
let linuxDevices = DeviceInfo | where OSPlatform == "Linux" | distinct DeviceId; DeviceProcessEvents | where DeviceId in (linuxDevices) // Only Chromium config paths and ProcessCommandLine has ".config/chromium" // Common shell search utilities and (ProcessCommandLine has "find" or ProcessCommandLine has "grep" or ProcessCommandLine has "locate") // Redirecting output to a file and ProcessCommandLine matches regex @">>?\s+\S+" | extend OutputFile = extract(@"[>]{1,2}\s*(\S+)", 1, ProcessCommandLine) | project Timestamp = TimeGenerated, DeviceName, Shell = InitiatingProcessFileName, CommandLine = ProcessCommandLine, OutputFile | order by Timestamp asc
Correct
5
209.23s
0.0486