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passed testing
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@@ -14,7 +14,7 @@ search: '| from read_ssa_enriched_events() | eval tenant=ucast(map_get(input_eve
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"string", null), process_name=lower(ucast(map_get(input_event, "process_name"),
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"string", null)), timestamp=parse_long(ucast(map_get(input_event, "_time"), "string",
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null)), process=lower(ucast(map_get(input_event, "process"), "string", null)), event_id=ucast(map_get(input_event,
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"event_id"), "string", null) | where cmd_line IS NOT NULL AND process_name IS NOT NULL AND process_name LIKE "%rundll32.exe%" AND match_regex(process,
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"event_id"), "string", null) | where process IS NOT NULL AND process_name IS NOT NULL AND process_name LIKE "%rundll32.exe%" AND match_regex(process,
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/(?i)comsvcs.dll[,\s]+MiniDump/)=true | eval start_time = timestamp, end_time =
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timestamp, entities = mvappend(machine), body=create_map(["event_id", event_id,
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"process_name", process_name, "process", process]) | into write_ssa_detected_events();'
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@@ -0,0 +1,69 @@
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name: Unusual number of LOLBAS executed in short time window
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id: 59c0dd70-169c-4900-9a1f-bfcf13302f93
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version: 3
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date: '2021-11-30'
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author: Ignacio Bermudez Corrales, Splunk
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type: Anomaly
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datamodel: []
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description: Living Off The Land Binaries, Scripts, and Libraries (LOLBAS) are native system tools that threat actors leverage to run discovery on a system, move laterally, or increase their privileges.
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Common threat actor behavior is to run scripts that execute many of these tools together in a short time window to accomplish their objectives.
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This detection looks for a high distinct count (outlier > 99% distribution) of these executables launched in a window of 300 seconds on a single device.
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It is not uncommon for an administrator to use these tools for system management, it is unusual to see many of them leverage in short time windows unless done by a script.
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search: '| from read_ssa_enriched_events()
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| eval device=ucast(map_get(input_event, "dest_device_id"), "string", null), process_name=lower(ucast(map_get(input_event, "process_name"), "string", null)), timestamp=parse_long(ucast(map_get(input_event, "_time"), "string", null)), "string", null)), username=ucast(map_get(input_event, "dest_user_primary_artifact"), "string", null)
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| where process_name=="regsvcs.exe" OR process_name=="ftp.exe" OR process_name=="dfsvc.exe" OR process_name=="rasautou.exe" OR process_name=="schtasks.exe" OR process_name=="xwizard.exe" OR process_name=="findstr.exe" OR process_name=="esentutl.exe"
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OR process_name=="cscript.exe" OR process_name=="reg.exe" OR process_name=="csc.exe" OR process_name=="atbroker.exe" OR process_name=="print.exe" OR process_name=="pcwrun.exe" OR process_name=="vbc.exe" OR process_name=="rpcping.exe" OR process_name=="wsreset.exe" OR process_name=="ilasm.exe" OR process_name=="certutil.exe" OR process_name=="replace.exe"
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OR process_name=="mshta.exe" OR process_name=="bitsadmin.exe" OR process_name=="wscript.exe" OR process_name=="ieexec.exe" OR process_name=="cmd.exe" OR process_name=="microsoft.workflow.compiler.exe" OR process_name=="runscripthelper.exe" OR process_name=="makecab.exe" OR process_name=="forfiles.exe" OR process_name=="desktopimgdownldr.exe" OR process_name=="control.exe" OR process_name=="msbuild.exe" OR process_name=="register-cimprovider.exe" OR process_name=="tttracer.exe" OR process_name=="ie4uinit.exe" OR process_name=="sc.exe" OR process_name=="bash.exe" OR process_name=="hh.exe" OR process_name=="cmstp.exe" OR process_name=="mmc.exe" OR process_name=="jsc.exe" OR process_name=="scriptrunner.exe" OR process_name=="odbcconf.exe" OR process_name=="extexport.exe"
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OR process_name=="msdt.exe" OR process_name=="diskshadow.exe" OR process_name=="extrac32.exe" OR process_name=="eventvwr.exe" OR process_name=="mavinject.exe" OR process_name=="regasm.exe" OR process_name=="gpscript.exe" OR process_name=="rundll32.exe" OR process_name=="regsvr32.exe" OR process_name=="regedit.exe" OR process_name=="msiexec.exe" OR process_name=="gfxdownloadwrapper.exe"
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OR process_name=="presentationhost.exe" OR process_name=="regini.exe" OR process_name=="wmic.exe" OR process_name=="runonce.exe" OR process_name=="syncappvpublishingserver.exe" OR process_name=="verclsid.exe" OR process_name=="psr.exe" OR process_name=="infdefaultinstall.exe" OR process_name=="explorer.exe" OR process_name=="expand.exe" OR process_name=="installutil.exe"
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OR process_name=="netsh.exe" OR process_name=="wab.exe" OR process_name=="dnscmd.exe" OR process_name=="at.exe" OR process_name=="pcalua.exe" OR process_name=="cmdkey.exe" OR process_name=="msconfig.exe"
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| stats estdc(process_name) as lolbas_counter by device, process_name, username, span(timestamp, 300s)
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| eval lolbas_counter=lolbas_counter*1.0
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| rename window_end as timestamp
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| adaptive_threshold algorithm="quantile" value="lolbas_counter" entity="device" window=2419200000L
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| where label AND quantile>0.99
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| eval start_time = window_start, end_time = timestamp, entities = mvappend(device), body=create_map(["lolbas_counter", lolbas_counter, "quantile", quantile, "device", device, "process_name", process_name, "user", username])
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| into write_ssa_detected_events();'
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how_to_implement: Collect endpoint data such as sysmon or 4688 events.
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known_false_positives: 'Some administrative tasks may involve multiple use of LOLBAS
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applications, usually when this detection triggers as a false positive, it tends to be due to a administrative script leveraging these tools.'
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references:
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- https://github.com/LOLBAS-Project/LOLBAS/tree/master/yml/OSBinaries
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tags:
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analytic_story:
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- Unusual Processes
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cis20:
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- CIS 8
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confidence: 50
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context:
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- source:endpoint
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- stage: Defense Evasion
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impact: 50
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kill_chain_phases:
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- Exploitation
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message: A system process $process_name$ with commandline $cmd_line$ spawn iin short
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period of time in host $dest_device_id$
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mitre_attack_id:
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- T1059
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- T1053
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nist:
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- PR.PT
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- DE.CM
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observable:
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- name: dest_device_id
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type: Hostname
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role:
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- Victim
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- name: process_name
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type: Process Name
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role:
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- Others
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product:
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- Splunk Behavioral Analytics
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required_fields:
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- dest_device_id
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- _time
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- process_name
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risk_score: 25
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risk_severity: low
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security_domain: endpoint
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