Microsoft Defender for Endpoints

Overview

Microsoft Defender for Endpoint is an enterprise endpoint security platform designed to help enterprise networks prevent, detect, investigate, and respond to advanced threats.

This setup guide describes how to forward events produced by Microsoft Defender for Endpoints to SEKOIA.IO XDR.

Benefit from SEKOIA.IO built-in rules and upgrade Microsoft 365 Defender with the following detection capabilities out-of-the-box.

SEKOIA.IO x Microsoft 365 Defender on ATT&CK Navigator

Address Space Layout Randomization (ASLR) Alteration

ASLR is a security feature used by the Operating System to mitigate memory exploit, attacker might want to disable it

Effort: intermediate

Advanced IP Scanner

Detects the use of Advanced IP Scanner. Seems to be a popular tool for ransomware groups.

Effort: master

Audio Capture via PowerShell

Detects audio capture via PowerShell Cmdlet

Effort: intermediate

Autorun Keys Modification

Detects modification of autostart extensibility point (ASEP) in registry. Prerequisites are Logging for Registry events in the Sysmon configuration (events 12 and 13).

Effort: master

Bazar Loader DGA (Domain Generation Algorithm)

Detects Bazar Loader domains based on the Bazar Loader DGA

Effort: elementary

BazarLoader Persistence Using Schtasks

Detects possible BazarLoader persistence using schtasks. BazarLoader will create a Scheduled Task using a specific command line to establish its persistence.

Effort: intermediate

Blue Mockingbird Malware

Attempts to detect system changes made by Blue Mockingbird

Effort: elementary

CVE-2020-0688 Microsoft Exchange Server Exploit

Detects the exploitation of CVE-2020-0688. The POC exploit a .NET serialization vulnerability in the Exchange Control Panel (ECP) web page. The vulnerability is due to Microsoft Exchange Server not randomizing the keys on a per-installation basis resulting in them using the same validationKey and decryptionKey values. With knowledge of these, values an attacker can craft a special viewstate to use an OS command to be executed by NT_AUTHORITY\SYSTEM using .NET deserialization. To exploit this vulnerability, an attacker needs to leverage the credentials of an account it had already compromised to authenticate to OWA.

Effort: elementary

CVE-2020-17530 Apache Struts RCE

Detects the exploitation of the Apache Struts vulnerability (CVE-2020-17530).

Effort: intermediate

CVE-2021-20021 SonicWall Unauthenticated Administrator Access

Detects the exploitation of SonicWall Unauthenticated Admin Access.

Effort: advanced

CVE-2021-20023 SonicWall Arbitrary File Read

Detects Arbitrary File Read, which can be used with other vulnerabilities as a mean to obtain outputs generated by attackers, or sensitive data.

Effort: advanced

CVE-2021-22893 Pulse Connect Secure RCE Vulnerability

Detects potential exploitation of the authentication by-pass vulnerability that can allow an unauthenticated user to perform remote arbitrary file execution on the Pulse Connect Secure gateway. It is highly recommended to apply the Pulse Secure mitigations and seach for indicators of compromise on affected servers if you are in doubt over the integrity of your Pulse Connect Secure product.

Effort: intermediate

Change Default File Association

When a file is opened, the default program used to open the file (also called the file association or handler) is checked. File association selections are stored in the Windows Registry and can be edited by users, administrators, or programs that have Registry access or by administrators using the built-in assoc utility. Applications can modify the file association for a given file extension to call an arbitrary program when a file with the given extension is opened.

Effort: advanced

Clear EventLogs Through CommandLine

Detects a command that clears event logs which could indicate an attempt from an attacker to erase its previous traces.

Effort: intermediate

Commonly Used Commands To Stop Services And Remove Backups

Detects specific commands used regularly by ransomwares to stop services or remove backups

Effort: intermediate

Control Panel Items

Detects the malicious use of a control panel item

Effort: advanced

DNS Exfiltration and Tunneling Tools Execution

Well-known DNS exfiltration tools execution

Effort: intermediate

Data Compressed With Rar With Password

An adversary may compress data in order to make it portable and minimize the amount of data sent over the network, this could be done the popular rar command line program. This is a more specific one for rar where the arguments allow to encrypt both file data and headers with a given password.

Effort: intermediate

Debugging Software Deactivation

Deactivation of some debugging softwares using taskkill command. It was observed being used by Ransomware operators.

Effort: elementary

Default Encoding To UTF-8 PowerShell

Detects PowerShell encoding to UTF-8, which is used by Sliver implants. The command line just sets the default encoding to UTF-8 in PowerShell.

Effort: advanced

Detect requests to Konni C2 servers

This rule detects requests to Konni C2 servers. These patterns come from an analysis done in 2022, September.

Effort: elementary

Disable .NET ETW Through COMPlus_ETWEnabled

Detects potential adversaries stopping ETW providers recording loaded .NET assemblies. Prerequisites are logging for Registry events or logging command line parameters (both is better). Careful for registry events, if SwiftOnSecurity's SYSMON default configuration is used, you will need to update the configuration to include the .NETFramework registry key path. Same issue with Windows 4657 EventID logging, the registry path must be specified.

Effort: intermediate

Disable Task Manager Through Registry Key

Detects commands used to disable the Windows Task Manager by modifying the proper registry key in order to impair security tools. This technique is used by the Agent Tesla RAT, among others.

Effort: elementary

Disable Workstation Lock

Registry change in order to disable the ability to lock the computer by using CTRL+ALT+DELETE or CTRL+L. This registry key does not exist by default. Its creation is suspicious and the value set to "1" means an activation. It has been used by FatalRAT, but other attacker/malware could probably use it. This rule needs Windows Registry changes (add,modification,deletion) logging which can be done through Sysmon Event IDs 12,13,14.

Effort: elementary

Disabled IE Security Features

Detects from the command lines or the registry, changes that indicate unwanted modifications to registry keys that disable important Internet Explorer security features. This has been used by attackers during Operation Ke3chang.

Effort: advanced

Domain Trust Discovery Through LDAP

Detects attempts to gather information on domain trust relationships that may be used to identify lateral movement opportunities. "trustedDomain" which is detected here is a Microsoft Active Directory ObjectClass Type that represents a domain that is trusted by, or trusting, the local AD DOMAIN. Several tools are using LDAP queries in the end to get the information (DSQuery, sometimes ADFind as well, etc.)

Effort: elementary

Download Files From Suspicious TLDs

Detects download of certain file types from hosts in suspicious TLDs

Effort: master

Dynamic Linker Hijacking From Environment Variable

LD_PRELOAD and LD_LIBRARY_PATH are environment variables used by the Operating System at the runtime to load shared objects (library.ies) when executing a new process, attacker can overwrite this variable to attempts a privileges escalation.

Effort: advanced

ETW Tampering

Detects a command that clears or disables any ETW Trace log which could indicate a logging evasion

Effort: intermediate

Exchange PowerShell Snap-Ins To Export Exchange Mailbox Data

Detects PowerShell SnapIn command line, often used with Get-Mailbox to export Exchange mailbox data.

Effort: intermediate

Exfiltration Domain In Command Line

Detects commands containing a domain linked to http exfiltration.

Effort: intermediate

FlowCloud Malware

Detects FlowCloud malware from threat group TA410. This requires Windows Event registry logging.

Effort: elementary

HackTools Suspicious Process Names In Command Line

Detects the default process name of several HackTools and also check in command line. This rule is here for quickwins as it obviously has many blind spots.

Effort: intermediate

High Privileges Network Share Removal

Detects high privileges shares being deleted with the net share command.

Effort: intermediate

ICacls Granting Access To All

Detects suspicious icacls command granting access to all, used by the ransomware Ryuk to delete every access-based restrictions on files and directories. ICacls is a built-in Windows command to interact with the Discretionary Access Control Lists (DACLs) which can grand adversaries higher permissions on specific files and folders.

Effort: elementary

KeePass Config XML In Command-Line

Detects a command-line interaction with the KeePass Config XML file. It could be used to retrieve informations or to be abused for persistence.

Effort: intermediate

Koadic MSHTML Command

Detects Koadic payload using MSHTML module

Effort: intermediate

Lazarus Loaders

Detects different loaders used by the Lazarus Group APT

Effort: elementary

Leviathan Registry Key Activity

Detects registry key used by Leviathan APT in Malaysian focused campaign.

Effort: elementary

Listing Systemd Environment

Detects a listing of systemd environment variables. This command could be used to do reconnaissance on a compromised host.

Effort: elementary

MalwareBytes Uninstallation

Detects command line being used by attackers to uninstall Malwarebytes.

Effort: intermediate

MavInject Process Injection

Detects process injection using the signed Windows tool Mavinject32.exe (which is a LOLBAS)

Effort: intermediate

Microsoft 365 Defender Alert

Microsoft 365 Defender has raised an alert. The alert info and evidence events are grouped with the similarity into the same SEKOIA.IO alert.

Effort: master

Microsoft 365 Defender Cloud App Security Alert

Microsoft 365 Defender has raised an alert for Microsoft Cloud App Security. The alert info and evidence events are grouped with the similarity into the same SEKOIA.IO alert.

Effort: master

Microsoft 365 Defender For Endpoint Alert

Microsoft 365 Defender has raised an alert for Microsoft Defender for Endpoint. The alert info and evidence events are grouped with the similarity into the same SEKOIA.IO alert.

Effort: master

Microsoft 365 Defender Office 365 Alert

Microsoft 365 Defender has raised an alert for Office 365. The alert info and evidence events are grouped with the similarity into the same SEKOIA.IO alert.

Effort: master

Msdt (Follina) File Browse Process Execution

Detects various Follina vulnerability exploitation techniques. This is based on the Compatability Troubleshooter which is abused to do code execution.

Effort: elementary

NTDS.dit File Interaction Through Command Line

Detects interaction with the file NTDS.dit through command line. This is usually really suspicious and could indicate an attacker trying copy the file to then look for users password hashes.

Effort: intermediate

NetSh Used To Disable Windows Firewall

Detects NetSh commands used to disable the Windows Firewall

Effort: intermediate

Netsh Allowed Python Program

Detects netsh command that performs modification on Firewall rules to allow the program python.exe. This activity is most likely related to the deployment of a Python server or an application that needs to communicate over a network. Threat actors could use it for data extraction, hosting a webshell or else.

Effort: intermediate

Netsh Port Forwarding

Detects netsh commands that enable a port forwarding between to hosts. This can be used by attackers to tunnel RDP or SMB shares for example.

Effort: elementary

Netsh RDP Port Forwarding

Detects netsh commands that configure a port forwarding of port 3389 used for RDP. This is commonly used by attackers during lateralization on windows environments.

Effort: elementary

New DLL Added To AppCertDlls Registry Key

Dynamic-link libraries (DLLs) that are specified in the AppCertDLLs value in the Registry key can be abused to obtain persistence and privilege escalation by causing a malicious DLL to be loaded and run in the context of separate processes on the computer. Logging for Registry events is needed in the Sysmon configuration (events 12 and 13).

Effort: intermediate

Nimbo-C2 User Agent

Nimbo-C2 Uses an unusual User-Agent format in its implants.

Effort: intermediate

NjRat Registry Changes

Detects changes for the RUN registry key which happen when a victim is infected by NjRAT. Please note that even if NjRat is well-known for the behavior the rule catches, the rule is a bit larger and could catch other malwares.

Effort: intermediate

NlTest Usage

Detects attempts to gather information on domain trust relationships that may be used to identify lateral movement opportunities. These command lines were observed in numerous attacks, but also sometimes from legitimate administrators for debugging purposes. The rule does not cover very basics commands but rather the ones that are interesting for attackers to gather information on a domain.

Effort: intermediate

Non-Legitimate Executable Using AcceptEula Parameter

Detects accepteula in command line with non-legitimate executable name. Some attackers are masquerading SysInternals tools with decoy names to prevent detection.

Effort: intermediate

OceanLotus Registry Activity

Detects registry keys created in OceanLotus (also known as APT32) attack. Logging for Registry events is needed in the Sysmon configuration (events 12 and 13).

Effort: intermediate

Outlook Registry Access

Detection of accesses to Microsoft Outlook registry hive, which might contain sensitive information.

Effort: elementary

Pandemic Windows Implant

Detects Pandemic Windows Implant through registry keys or specific command lines. Prerequisites: Logging for Registry events is needed, which can be done in the Sysmon configuration (events 12 and 13).

Effort: intermediate

Phorpiex DriveMgr Command

Detects specific command used by the Phorpiex botnet to execute a copy of the loader during its self-spreading stage. As described by Microsoft, this behavior is unique and easily identifiable due to the use of folders named with underscores "__" and the PE name "DriveMgr.exe".

Effort: elementary

Phorpiex Process Masquerading

Detects specific process executable path used by the Phorpiex botnet to masquerade its system process network activity. It looks for a pattern of a system process executable name that is not legitimate and running from a folder that is created via a random algorithm 13-15 numbers long.

Effort: elementary

Possible Malicious File Double Extension

Detects request to potential malicious file with double extension

Effort: elementary

Potential Bazar Loader User-Agents

Detects potential Bazar loader communications through the user-agent

Effort: elementary

Potential Lemon Duck User-Agent

Detects LemonDuck user agent. The format used two sets of alphabetical characters separated by dashes, for example "User-Agent: Lemon-Duck-[A-Z]-[A-Z]".

Effort: elementary

PowerCat Function Loading

Detect a basic execution of PowerCat. PowerCat is a PowerShell function allowing to do basic connections, file transfer, shells, relays, generate payloads.

Effort: intermediate

PowerShell AMSI Deactivation Bypass Using .NET Reflection

Detects Request to amsiInitFailed that can be used to disable AMSI (Antimalware Scan Interface) Scanning. More information about Antimalware Scan Interface https://docs.microsoft.com/en-us/windows/win32/amsi/antimalware-scan-interface-portal.

Effort: elementary

PowerShell EncodedCommand

Detects popular file extensions in commands obfuscated in base64 run through the EncodedCommand option.

Effort: advanced

Powershell UploadString Function

Powershell's uploadXXX functions are a category of methods which can be used to exfiltrate data through native means on a Windows host.

Effort: intermediate

Process Memory Dump Using Comsvcs

Detects the use of comsvcs in command line to dump a specific proces memory. This techinique is widlely used by attackers for privilege escalation and pivot.

Effort: elementary

Process Memory Dump Using Rdrleakdiag

Detects the use of rdrleakdiag.exe in command line to dump the memory of a process. This technique is used by attackers for privilege escalation and pivot.

Effort: elementary

Process Trace Alteration

PTrace syscall provides a means by which one process ("tracer") may observe and control the execution of another process ("tracee") and examine and change the tracee's memory and registers. Attacker might want to abuse ptrace functionnality to analyse memory process. It requires to be admin or set ptrace_scope to 0 to allow all user to trace any process.

Effort: advanced

ProxyShell Exchange Suspicious Paths

Detects suspicious calls to Exchange resources, in locations related to webshells observed in campaigns using this vulnerability.

Effort: elementary

Python HTTP Server

Detects command used to start a Simple HTTP server in Python. Threat actors could use it for data extraction, hosting a webshell or else.

Effort: intermediate

Qakbot Persistence Using Schtasks

Detects possible Qakbot persistence using schtasks.

Effort: intermediate

RDP Sensitive Settings Changed

Detects changes to RDP terminal service sensitive settings. Logging for registry events is needed in the Sysmon configuration (events 12 and 13).

Effort: advanced

RTLO Character

Detects RTLO (Right-To-Left character) in file and process names.

Effort: elementary

RUN Registry Key Created From Suspicious Folder

Detects the suspicious RUN keys created by software located in Download or temporary Outlook/Internet Explorer directories. Prerequisites are logging for Registry events, which can be done with Sysmon (events 12 and 13).

Effort: advanced

RYUK Ransomeware - martinstevens Username

Detects user name "martinstevens". Wizard Spider is used to add the user name "martinstevens" to the AD of its victims. It was observed in several campaigns; in 2019 and 2020.

Effort: elementary

Raccine Uninstall

Detects commands that indicate a Raccine removal from an end system. Raccine is a free ransomware protection tool.

Effort: elementary

Raccoon Stealer 2.0 Legitimate Third-Party DLL Download URL

Detects Raccoon Stealer 2.0 malware downloading legitimate third-party DLLs from its C2 server. These legitimate DLLs are used by the information stealer to collect data on the compromised hosts.

Effort: elementary

RedMimicry Winnti Playbook Registry Manipulation

Detects actions caused by the RedMimicry Winnti playbook. Logging for Registry events is needed in the Sysmon configuration (events 12 and 13).

Effort: elementary

Registry Checked For Lanmanserver DisableCompression Parameter

Detects registry access for Lanmanserver\Parameters. The check of the value DisableCompression could be a sign of an attack trying to exploit SMBGhost vulnerability (CVE-2020-0796).

Effort: master

Rubeus Tool Command-line

Detects command line parameters used by Rubeus, a toolset to interact with Kerberos and abuse it.

Effort: advanced

SEKOIA.IO Intelligence Feed

Detect threats based on indicators of compromise (IOCs) collected by SEKOIA's Threat and Detection Research team.

Effort: elementary

SOCKS Tunneling Tool

Detects the usage of a SOCKS tunneling tool, often used by threat actors. These tools often use the socks5 commandline argument, however socks4 can sometimes be used as well. Unfortunately, socks alone (without any number) triggered too many false positives.

Effort: intermediate

Security Support Provider (SSP) Added to LSA Configuration

Detects the addition of a SSP to the registry. This is commonly used for persistence. Upon a reboot or API call, SSP DLLs gain access to encrypted and plaintext passwords stored in Windows. Logging for Registry events is needed for this rule to work (this can be done through Sysmon EventIDs 12 and 13).

Effort: elementary

Socat Relaying Socket

Socat is a linux tool used to relay local socket or internal network connection, this technics is often used by attacker to bypass security equipment such as firewall

Effort: intermediate

Socat Reverse Shell Detection

Socat is a linux tool used to relay or open reverse shell that is often used by attacker to bypass security equipment

Effort: intermediate

Spyware Persistence Using Schtasks

Detects possible Agent Tesla or Formbook persistence using schtasks. The name of the scheduled task used by these malware is very specific (Updates/randomstring).

Effort: intermediate

Sticky Key Like Backdoor Usage

Detects the usage and installation of a backdoor that uses an option to register a malicious debugger for built-in tools that are accessible in the login screen. Prerequisites are logging for Registry events, which can be done with Sysmon (events 12 and 13).

Effort: elementary

Suncrypt Parameters

Detects SunCrypt ransomware's parameters, most of which are unique.

Effort: elementary

Suspicious Cmd File Copy Command To Network Share

Copy suspicious files through Windows cmd prompt to network share

Effort: intermediate

Suspicious DLL Loading By Ordinal

Detects suspicious DLL Loading by ordinal number in a non legitimate or rare folders. For example, Sofacy (APT28) used this technique to load their Trojan in a campaign of 2018.

Effort: intermediate

Suspicious Driver Loaded

Checks the registry key for suspicious driver names that are vulnerable most of the time and loaded in a specific location by the KDU tool from hfiref0x. Some drivers are used by several SysInternals tools, which should have been whitelisted in the filter condition. The driver named "DBUtilDrv2" has been removed as it caused too many false positives unfortunately. It can be added under "drv_name" if more coverage is wanted. This rule needs registry key monitoring (can be done with Sysmon Event IDs 12,13 and 14).

Effort: intermediate

Suspicious Netsh DLL Persistence

Detects persitence via netsh helper. Netsh interacts with other operating system components using dynamic-link library (DLL) files. Adversaries may establish persistence by executing malicious content triggered by Netsh Helper DLLs.

Effort: elementary

Suspicious Network Args In Command Line

Detection on suspicious network arguments in processes command lines using HTTP schema with port 443.

Effort: intermediate

Suspicious PowerShell Invocations - Specific

Detects suspicious PowerShell invocation command parameters

Effort: intermediate

Suspicious PrinterPorts Creation (CVE-2020-1048)

Detects new commands that add new printer port which point to suspicious file

Effort: advanced

Suspicious Process Requiring DLL Starts Without DLL

Detects potential process injection and hollowing on processes that usually require a DLL to be launched, but are launched without any argument.

Effort: intermediate

Suspicious Scheduled Task Creation

Detects suspicious scheduled task creation, either executed by a non-system user or a user who is not administrator (the user ID is not S-1-5-18 or S-1-5-18-*). This detection rule doesn't match Sysmon EventID 1 because the user SID is always set to S-1-5-18.

Effort: intermediate

Suspicious Taskkill Command

Detects rare taskkill command being used. It could be related to Baby Shark malware.

Effort: intermediate

Suspicious URI Used In A Lazarus Campaign

Detects suspicious requests to a specific URI, usually on an .asp page. The website is often compromised.

Effort: intermediate

Suspicious Windows Defender Exclusion Command

Detects PowerShell commands aiming to exclude path, process, IP address, or extension from scheduled and real-time scanning. These commands can be used by attackers or malware to avoid being detected by Windows Defender. Depending on the environment and the installed software, this detection rule could raise false positives. We recommend customizing this rule by filtering legitimate processes that use Windows Defender exclusion command in your environment.

Effort: master

Suspicious Windows Installer Execution

Detects suspicious execution of the Windows Installer service (msiexec.exe) which could be used to install a malicious MSI package hosted on a remote server.

Effort: intermediate

Suspicious desktop.ini Action

Detects unusual processes accessing desktop.ini, which can be leveraged to alter how Explorer displays a folder's content (i.e. renaming files) without changing them on disk.

Effort: advanced

UAC Bypass Using Fodhelper

Detects UAC bypass method using Fodhelper after setting the proper registry key, used in particular by Agent Tesla (RAT) or more recently by Earth Luscas. Prerequisites are logging for Registry events in the Sysmon configuration (events 12 and 13).

Effort: intermediate

Ursnif Registry Key

Detects a new registry key created by Ursnif malware. The rule requires to log for Registry Events, which can be done using SYsmon's Event IDs 12,13 and 14.

Effort: elementary

Usage Of Procdump With Common Arguments

Detects the usage of Procdump sysinternals tool with some common arguments and followed by common patterns.

Effort: intermediate

Usage Of Sysinternals Tools

Detects the usage of Sysinternals Tools due to accepteula key being added to Registry. The rule detects it either from the command line usage or from the regsitry events. For the later prerequisite is logging for registry events in the Sysmon configuration (events 12 and 13).

Effort: master

Venom Multi-hop Proxy agent detection

Detects Venom Multi-hop Proxy agent.

Effort: intermediate

WCE wceaux.dll Creation

Detects wceaux.dll creation while Windows Credentials Editor (WCE) is executed.

Effort: intermediate

WMI Install Of Binary

Detection of WMI used to install a binary on the host. It is often used by attackers as a signed binary to infect an host.

Effort: elementary

WMIC Uninstall Product

Detects products being uninstalled using WMIC command.

Effort: intermediate

WiFi Credentials Harvesting Using Netsh

Detects the harvesting of WiFi credentials using netsh.exe, used in particular by Agent Tesla (RAT) and Turla Mosquito (RAT)

Effort: elementary

Windows Credential Editor Registry Key

Detects the use of Windows Credential Editor (WCE). Prerequisites are logging for Registry events in the Sysmon configuration (events 12 and 13).

Effort: elementary

Windows Defender Abuse Restoration

The rule detects attempts to abuse Windows Defender file restoration tool. The Windows Defender process is allowed to write files in its own protected directory. This functionality can be used by a threat actor to overwrite Windows Defender files in order to prevent it from running correctly or use Windows Defender to execute a malicious DLL.

Effort: intermediate

Windows Defender Disabled

The rule detects attempts to deactivate/disable Windows Defender through command line or registry. To fully use this rule Windows Registry logging is needed. This can be done for instance using Sysmon with Event IDs 12,13 and 14 (and adding the correct path in its configuration).

Effort: intermediate

Windows Defender Disabled Base64 Encoded

Detects attempts to deactivate/disable Windows Defender through base64 encoded PowerShell command line.

Effort: elementary

Windows Defender History Directory Deleted

Windows Defender history directory has been deleted. Could be an attempt by an attacker to remove its traces.

Effort: elementary

Windows Defender Set-MpPreference Base64 Encoded

Detects changes of preferences for Windows Defender scan and updates. Configure Windows Defender using base64-encoded commands is suspicious and could be related to malicious activities.

Effort: intermediate

Windows Defender Signatures Removed With MpCmdRun

Detects attempts to remove Windows Defender Signatures using MpCmdRun legitimate Windows Defender executable. No signatures mean Windows Defender will be less effective (or completely useless depending on the option used).

Effort: elementary

Windows Firewall Changes

Detects changes on Windows Firewall configuration

Effort: master

Windows Registry Persistence COM Key Linking

Detects COM object hijacking via TreatAs subkey. Logging for Registry events is needed in the Sysmon configuration with this kind of rule <TargetObject name="testr12" condition="end with">\TreatAs\(Default)</TargetObject>.

Effort: master

Wmic Service Call

Detects either remote or local code execution using wmic tool.

Effort: intermediate

XCopy Suspicious Usage

Detects the usage of xcopy with suspicious command line options (used by Judgment Panda APT in the past). The rule is based on command line only in case xcopy is renamed.

Effort: advanced

Event Categories

The following table lists the data source offered by this integration.

Data Source	Description
`Binary file metadata`	Microsoft Defender for Endpoint monitors files
`Disk forensics`	Microsoft Defender for Endpoint monitors devices
`File monitoring`	Microsoft Defender for Endpoint monitors files
`Host network interface`	Microsoft Defender for Endpoint monitors devices
`Kernel drivers`	Microsoft Defender for Endpoint monitors processes
`Loaded DLLs`	Microsoft Defender for Endpoint monitors processes
`Named Pipes`	Microsoft Defender for Endpoint monitors processes
`PowerShell logs`	Microsoft Defender for Endpoint monitors processes
`Process command-line parameters`	Microsoft Defender for Endpoint monitors processes
`Process monitoring`	Microsoft Defender for Endpoint monitors processes
`Process use of network`	Microsoft Defender for Endpoint monitors processes
`Services`	Microsoft Defender for Endpoint monitors processes
`Windows event logs`	Microsoft Defender for Endpoint watch events logs
`Windows Registry`	Microsoft Defender for Endpoint monitors the registry
`WMI Objects`	Microsoft Defender for Endpoint monitors processes
`Email gateway`	Microsoft Defender for O365 monitors emails
`OAuth audit logs`	Microsoft Defender for Cloud App monitors users, entity behavior and activities
`Authentication logs`	Microsoft Defender for Identity monitors users, entity behavior and activities
`Asset management`	Microsoft Defender for Identity monitors users identity and credentials

In details, the following table denotes the type of events produced by this integration.

Name	Values
Kind	`alert`, `enrichment`, `event`
Category	`authentication`, `connection`, `email`, `file`, `host`, `iam`, `network`, `process`, `threat`
Type	`indicator`, `info`

Event Samples

Find below few samples of events and how they are normalized by SEKOIA.IO.

test_detection_source.jsontest_device_event.jsontest_device_file_certificate_info.jsontest_device_file_event.jsontest_device_image_load_event.jsontest_device_info_event_add_join.jsontest_device_info_event_hybrid_join.jsontest_device_logon_events.jsontest_device_network_events.jsontest_device_network_info.jsontest_device_process_events.jsontest_device_registry_events.jsontest_local_ip.json

{
    "message": "{\"time\":\"2022-09-02T22:06:00.6652718Z\",\"tenantId\":\"16ed4fbf-027f-47b3-8d1a-a342781dd2d2\",\"operationName\":\"Publish\",\"category\":\"AdvancedHunting-AlertInfo\",\"properties\":{\"AlertId\":\"da637977531594995313_968283104\",\"Timestamp\":\"2022-09-02T22:04:16.134644Z\",\"Title\":\"'Lodi' unwanted software was prevented\",\"ServiceSource\":\"Microsoft Defender for Endpoint\",\"Category\":\"DefenseEvasion\",\"Severity\":\"Informational\",\"DetectionSource\":\"Antivirus\",\"MachineGroup\":\"Windows 10 - remediate threats automatically\",\"AttackTechniques\":\"\"}}",
    "event": {
        "kind": "alert",
        "type": [
            "info"
        ],
        "dataset": "alert_info",
        "category": [
            "threat"
        ]
    },
    "@timestamp": "2022-09-02T22:04:16.134644Z",
    "service": {
        "name": "Microsoft Defender for Endpoint",
        "type": "Antivirus"
    },
    "action": {
        "properties": {
            "ServiceSource": "Microsoft Defender for Endpoint"
        }
    },
    "microsoft": {
        "defender": {
            "alert": {
                "id": "da637977531594995313_968283104",
                "title": "'Lodi' unwanted software was prevented"
            },
            "threat": {
                "category": "DefenseEvasion",
                "severity": "Informational"
            }
        }
    }
}

{
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    "event": {
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        "name": "test.lab"
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            "executable": "software_reporter_tool.exe",
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        "type": "NtAllocateVirtualMemoryApiCall",
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            "InitiatingProcessFileSize": 14687048,
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            "InitiatingProcessVersionInfoFileDescription": "Software Reporter Tool",
            "InitiatingProcessVersionInfoInternalFileName": "software_reporter_tool_exe",
            "InitiatingProcessVersionInfoOriginalFileName": "software_reporter_tool.exe",
            "InitiatingProcessVersionInfoProductName": "Software Reporter Tool",
            "InitiatingProcessVersionInfoProductVersion": "102.286.200"
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        "defender": {
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                "id": "104061"
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        "ip": "1.2.3.4",
        "address": "1.2.3.4"
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        "ip": "5.6.7.8",
        "address": "5.6.7.8"
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{
    "message": "{\"time\":\"2022-09-02T13:12:14.2082552Z\",\"tenantId\":\"16ed4fbf-027f-47b3-8d1a-a342781dd2d2\",\"operationName\":\"Publish\",\"category\":\"AdvancedHunting-DeviceFileCertificateInfo\",\"properties\":{\"SHA1\":\"4334f41d684200d1a52c977417f5ba1eba4969b5\",\"IsSigned\":true,\"IsRootSignerMicrosoft\":true,\"Signer\":\"Microsoft Windows\",\"SignerHash\":\"fe51e838a087bb561bbb2dd9ba20143384a03b3f\",\"Issuer\":\"Microsoft Windows Production PCA 2011\",\"IssuerHash\":\"580a6f4cc4e4b669b9ebdc1b2b3e087b80d0678d\",\"SignatureType\":\"Catalog\",\"IsTrusted\":true,\"CertificateCreationTime\":\"2021-09-02T18:23:41Z\",\"CertificateExpirationTime\":\"2022-09-01T18:23:41Z\",\"CertificateCountersignatureTime\":\"2022-07-06T05:55:26.23Z\",\"CrlDistributionPointUrls\":\"[\\\"http://www.microsoft.com/pkiops/crl/MicWinProPCA2011_2011-10-19.crl\\\"]\",\"CertificateSerialNumber\":\"330000033c89c66a7b45bb1fbd00000000033c\",\"DeviceId\":\"db1b7a6a38796c8d49f7746d3ab2252b53b45c80\",\"MachineGroup\":\"Windows 10 - remediate threats automatically\",\"Timestamp\":\"2022-09-02T13:10:10.7177Z\",\"DeviceName\":\"test.lab\",\"ReportId\":20370}}\n",
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        "category": [
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        "hash": {
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        "name": "test.lab"
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                "is_trusted": true,
                "is_root_signer_microsort": true,
                "signature_type": "Catalog",
                "issuer": {
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                    "hash": "580a6f4cc4e4b669b9ebdc1b2b3e087b80d0678d"
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                "signer": {
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                    "hash": "fe51e838a087bb561bbb2dd9ba20143384a03b3f"
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                "created_at": "2021-09-02T18:23:41Z",
                "counter_signed_at": "2022-07-06T05:55:26.23Z"
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    "file": {
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        "name": "test.lab"
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            "/removeNonCurrentVersions",
            "/enableODSUReportingMode",
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            "InitiatingProcessFileSize": 56824728,
            "InitiatingProcessIntegrityLevel": "Medium",
            "InitiatingProcessTokenElevation": "TokenElevationTypeDefault",
            "InitiatingProcessVersionInfoCompanyName": "Microsoft Corporation",
            "InitiatingProcessVersionInfoFileDescription": "Microsoft OneDrive (64 bit) Setup",
            "InitiatingProcessVersionInfoInternalFileName": "OneDriveSetup.exe",
            "InitiatingProcessVersionInfoOriginalFileName": "OneDriveSetup.exe",
            "InitiatingProcessVersionInfoProductName": "Microsoft OneDrive",
            "InitiatingProcessVersionInfoProductVersion": "22.166.0807.0002"
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{
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    "event": {
        "kind": "event",
        "type": [
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        "dataset": "device_image_load_events",
        "category": [
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    "@timestamp": "2022-09-01T07:47:58.616127Z",
    "file": {
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        "executable": "autosync.exe",
        "command_line": "\"autosync.exe\" /c C:\\PROGRA~2\\adobe\\8.1\\Client\\bin\\fra\\adobe.cfg /c \" usa\"",
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        "user": {
            "domain": "intranet",
            "name": "group1",
            "id": "S-1-00-1-1111111-2222222222-3333333333-4444444444",
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            "executable": "explorer.exe",
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        "args": [
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    },
    "action": {
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        "properties": {
            "InitiatingProcessFileSize": 66560,
            "InitiatingProcessIntegrityLevel": "Medium",
            "InitiatingProcessTokenElevation": "TokenElevationTypeDefault"
        }
    },
    "microsoft": {
        "defender": {
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{
    "message": "{\"time\":\"2023-01-02T17:21:10.6891411Z\",\"tenantId\":\"d9eae684-f70a-4ac1-b304-53de40a8db56\",\"operationName\":\"Publish\",\"category\":\"AdvancedHunting-DeviceInfo\",\"properties\":{\"ClientVersion\":\"10.8295.19041.2311\",\"PublicIP\":\"4.3.2.1\",\"DeviceName\":\"ml-002\",\"DeviceId\":\"9766ea323abe48f9b9d86b4fb3dc6c14\",\"ReportId\":11111,\"Timestamp\":\"2023-01-02T17:18:18.4028562Z\",\"OSArchitecture\":null,\"OSPlatform\":null,\"OSBuild\":null,\"IsAzureADJoined\":true,\"LoggedOnUsers\":\"[{\\\"UserName\\\":\\\"JOHNDOE\\\",\\\"DomainName\\\":\\\"INTRANET\\\",\\\"Sid\\\":\\\"S-1-11-1-1111111111-1111111111-1111111111-1111111111\\\"}]\",\"RegistryDeviceTag\":null,\"OSVersion\":null,\"AdditionalFields\":\"[]\",\"AadDeviceId\":\"cc8601ad-6446-4277-b110-9f01e636b653\",\"MergedDeviceIds\":\"\",\"MergedToDeviceId\":\"\",\"Vendor\":\"\",\"Model\":\"\",\"OnboardingStatus\":\"Onboarded\",\"DeviceCategory\":\"Endpoint\",\"DeviceType\":\"Workstation\",\"DeviceSubtype\":null,\"OSVersionInfo\":\"\",\"OSDistribution\":\"\",\"JoinType\":\"AAD Joined\",\"MachineGroup\":\"UnassignedGroup\"},\"Tenant\":\"DefaultTenant\"}\n",
    "event": {
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    "@timestamp": "2023-01-02T17:18:18.402856Z",
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            "host": {
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        }
    },
    "source": {
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        "properties": {
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            "AadDeviceId": "cc8601ad-6446-4277-b110-9f01e636b653",
            "LoggedOnUsers": [
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            "OnboardingStatus": "Onboarded",
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    "user": {
        "name": "JOHNDOE",
        "domain": "INTRANET",
        "id": "S-1-11-1-1111111111-1111111111-1111111111-1111111111"
    },
    "related": {
        "ip": [
            "4.3.2.1"
        ],
        "user": [
            "JOHNDOE"
        ]
    }
}

{
    "message": "{\"time\":\"2023-01-02T17:21:10.6890829Z\",\"tenantId\":\"d9eae684-f70a-4ac1-b304-53de40a8db56\",\"operationName\":\"Publish\",\"category\":\"AdvancedHunting-DeviceInfo\",\"properties\":{\"ClientVersion\":\"10.8295.19041.2311\",\"PublicIP\":\"4.3.2.1\",\"DeviceName\":\"ml-002\",\"DeviceId\":\"9766ea323abe48f9b9d86b4fb3dc6c14\",\"ReportId\":22222,\"Timestamp\":\"2023-01-02T17:16:49.4177838Z\",\"OSArchitecture\":null,\"OSPlatform\":null,\"OSBuild\":null,\"IsAzureADJoined\":true,\"LoggedOnUsers\":\"[]\",\"RegistryDeviceTag\":null,\"OSVersion\":null,\"AdditionalFields\":\"[]\",\"AadDeviceId\":\"cc8601ad-6446-4277-b110-9f01e636b653\",\"MergedDeviceIds\":\"\",\"MergedToDeviceId\":\"\",\"Vendor\":\"\",\"Model\":\"\",\"OnboardingStatus\":\"Onboarded\",\"DeviceCategory\":\"Endpoint\",\"DeviceType\":\"Workstation\",\"DeviceSubtype\":null,\"OSVersionInfo\":\"\",\"OSDistribution\":\"\",\"JoinType\":\"Hybrid Azure AD Join\",\"MachineGroup\":\"Windows 10 - remediate threats automatically\"},\"Tenant\":\"DefaultTenant\"}\n",
    "event": {
        "kind": "event",
        "type": [
            "info"
        ],
        "dataset": "device_info_events",
        "category": [
            "host"
        ]
    },
    "@timestamp": "2023-01-02T17:16:49.417783Z",
    "agent": {
        "version": "10.8295.19041.2311"
    },
    "host": {
        "id": "9766ea323abe48f9b9d86b4fb3dc6c14",
        "name": "ml-002",
        "type": "Workstation"
    },
    "microsoft": {
        "defender": {
            "report": {
                "id": "22222"
            },
            "host": {
                "category": "Endpoint"
            }
        }
    },
    "source": {
        "ip": "4.3.2.1",
        "address": "4.3.2.1"
    },
    "action": {
        "properties": {
            "IsAzureADJoined": true,
            "AadDeviceId": "cc8601ad-6446-4277-b110-9f01e636b653",
            "LoggedOnUsers": [],
            "MachineGroup": "Windows 10 - remediate threats automatically",
            "OnboardingStatus": "Onboarded",
            "JoinType": "Hybrid Azure AD Join"
        }
    },
    "related": {
        "ip": [
            "4.3.2.1"
        ]
    }
}

{
    "message": "{\"time\":\"2023-01-04T14:26:25.0567375Z\",\"tenantId\":\"d9eae684-f70a-4ac1-b304-53de40a8db56\",\"operationName\":\"Publish\",\"category\":\"AdvancedHunting-DeviceLogonEvents\",\"properties\":{\"AccountName\":\"dwm-3\",\"AccountDomain\":\"window manager\",\"LogonType\":\"Interactive\",\"DeviceId\":\"dbe5c34434fb4792bea6874dd0b1f107\",\"DeviceName\":\"ml022\",\"ReportId\":21833,\"Timestamp\":\"2023-01-04T13:25:36.1936997Z\",\"AccountSid\":\"S-1-1-11-1-1\",\"AppGuardContainerId\":\"\",\"LogonId\":111111,\"RemoteIP\":\"\",\"RemotePort\":null,\"RemoteDeviceName\":\"\",\"ActionType\":\"LogonSuccess\",\"InitiatingProcessId\":3660,\"InitiatingProcessCreationTime\":\"2023-01-04T13:25:35.9877068Z\",\"InitiatingProcessFileName\":\"winlogon.exe\",\"InitiatingProcessFolderPath\":\"C:\\\\Windows\\\\System32\",\"InitiatingProcessSHA1\":\"0c8b6c1f8c1d248000192e2569735848051b3ce1\",\"InitiatingProcessSHA256\":null,\"InitiatingProcessMD5\":\"f597fa958fd63accc90cb469e7ddc2a5\",\"InitiatingProcessCommandLine\":\"WinLogon.exe -SpecialSession\",\"InitiatingProcessAccountName\":\"system\",\"InitiatingProcessAccountDomain\":\"NT\",\"InitiatingProcessAccountSid\":\"S-1-1-11\",\"InitiatingProcessTokenElevation\":\"None\",\"InitiatingProcessIntegrityLevel\":null,\"InitiatingProcessParentId\":12776,\"InitiatingProcessParentCreationTime\":\"2023-01-04T13:25:35.9028371Z\",\"InitiatingProcessParentFileName\":\"\\\\Device\\\\HarddiskVolume3\\\\Windows\\\\System32\\\\smss.exe\",\"AdditionalFields\":\"{\\\"IsLocalLogon\\\":true}\",\"RemoteIPType\":null,\"IsLocalAdmin\":null,\"InitiatingProcessAccountUpn\":null,\"InitiatingProcessAccountObjectId\":null,\"Protocol\":\"Negotiate\",\"FailureReason\":null,\"InitiatingProcessFileSize\":null,\"InitiatingProcessVersionInfoCompanyName\":null,\"InitiatingProcessVersionInfoProductName\":null,\"InitiatingProcessVersionInfoProductVersion\":null,\"InitiatingProcessVersionInfoInternalFileName\":null,\"InitiatingProcessVersionInfoOriginalFileName\":null,\"InitiatingProcessVersionInfoFileDescription\":null,\"MachineGroup\":\"UnassignedGroup\"},\"Tenant\":\"DefaultTenant\"}\n",
    "event": {
        "kind": "event",
        "type": [
            "info"
        ],
        "dataset": "device_logon_events",
        "category": [
            "authentication"
        ]
    },
    "@timestamp": "2023-01-04T13:25:36.193699Z",
    "host": {
        "id": "dbe5c34434fb4792bea6874dd0b1f107",
        "name": "ml022"
    },
    "process": {
        "hash": {
            "md5": "f597fa958fd63accc90cb469e7ddc2a5",
            "sha1": "0c8b6c1f8c1d248000192e2569735848051b3ce1"
        },
        "pid": 3660,
        "start": "2023-01-04T13:25:35.9877068Z",
        "executable": "winlogon.exe",
        "command_line": "WinLogon.exe -SpecialSession",
        "working_directory": "C:\\Windows",
        "user": {
            "domain": "NT",
            "name": "system",
            "id": "S-1-1-11"
        },
        "parent": {
            "pid": 12776,
            "executable": "\\Device\\HarddiskVolume3\\Windows\\System32\\smss.exe",
            "start": "2023-01-04T13:25:35.9028371Z"
        },
        "args": [
            "-SpecialSession"
        ]
    },
    "user": {
        "domain": "window manager",
        "name": "dwm-3"
    },
    "action": {
        "type": "LogonSuccess",
        "properties": {
            "LogonId": "111111",
            "LogonType": "Interactive",
            "AccountSid": "S-1-1-11-1-1"
        }
    },
    "microsoft": {
        "defender": {
            "report": {
                "id": "21833"
            }
        }
    },
    "related": {
        "hash": [
            "0c8b6c1f8c1d248000192e2569735848051b3ce1",
            "f597fa958fd63accc90cb469e7ddc2a5"
        ],
        "user": [
            "dwm-3"
        ]
    }
}

{
    "message": "{\"time\":\"2023-01-04T14:07:32.6213639Z\",\"tenantId\":\"d9eae684-f70a-4ac1-b304-53de40a8db56\",\"operationName\":\"Publish\",\"category\":\"AdvancedHunting-DeviceNetworkEvents\",\"properties\":{\"DeviceId\":\"dbe5c34434fb4792bea6874dd0b1f107\",\"DeviceName\":\"ml022\",\"ReportId\":37827,\"Timestamp\":\"2023-01-04T14:05:32.3148625Z\",\"RemoteIP\":\"5.6.7.8\",\"RemotePort\":443,\"LocalIP\":\"1.2.3.4\",\"LocalPort\":59985,\"Protocol\":\"Tcp\",\"RemoteUrl\":\"www.example.org\",\"InitiatingProcessCreationTime\":\"2023-01-04T14:05:22.8079798Z\",\"InitiatingProcessId\":18288,\"InitiatingProcessCommandLine\":\"\\\"EXCEL.EXE\\\" \\\"C:\\\\Users\\\\USER\\\\MyDocument.xslx\",\"InitiatingProcessParentCreationTime\":\"2023-01-04T14:04:35.708037Z\",\"InitiatingProcessParentId\":23332,\"InitiatingProcessParentFileName\":\"explorer.exe\",\"InitiatingProcessSHA1\":\"2b684979d6174bad69d895c7d8a852e7b206b95f\",\"InitiatingProcessMD5\":\"4d5b7b6c06159d6b967f2c2c73f10145\",\"InitiatingProcessFolderPath\":\"c:\\\\program files\\\\microsoft office\\\\root\\\\office16\\\\excel.exe\",\"InitiatingProcessAccountName\":\"USER\",\"InitiatingProcessAccountDomain\":\"intranet\",\"InitiatingProcessAccountSid\":\"S-1-11-1-11111111-1111111111-111111111-111111111\",\"InitiatingProcessFileName\":\"EXCEL.EXE\",\"InitiatingProcessIntegrityLevel\":\"Medium\",\"InitiatingProcessTokenElevation\":\"TokenElevationTypeDefault\",\"AppGuardContainerId\":\"\",\"LocalIPType\":\"Private\",\"RemoteIPType\":\"Public\",\"ActionType\":\"ConnectionSuccess\",\"InitiatingProcessSHA256\":\"1e22c9b2e6562fa32d410bc4957279a46b614eed4cd5f45c200b4a24237bd095\",\"InitiatingProcessAccountUpn\":\"john.doe@example.org\",\"InitiatingProcessAccountObjectId\":\"e0e5e759-c1e1-4cf9-91d5-c1099ef74614\",\"AdditionalFields\":null,\"InitiatingProcessFileSize\":63984520,\"InitiatingProcessVersionInfoCompanyName\":\"Microsoft Corporation\",\"InitiatingProcessVersionInfoProductName\":\"Microsoft Office\",\"InitiatingProcessVersionInfoProductVersion\":\"16.0.15601.20538\",\"InitiatingProcessVersionInfoInternalFileName\":\"Excel\",\"InitiatingProcessVersionInfoOriginalFileName\":\"Excel.exe\",\"InitiatingProcessVersionInfoFileDescription\":\"Microsoft Excel\",\"MachineGroup\":\"UnassignedGroup\"},\"Tenant\":\"DefaultTenant\"}\n",
    "event": {
        "kind": "event",
        "type": [
            "info"
        ],
        "dataset": "device_network_events",
        "category": [
            "network"
        ]
    },
    "@timestamp": "2023-01-04T14:05:32.314862Z",
    "destination": {
        "port": 443,
        "ip": "5.6.7.8",
        "address": "5.6.7.8"
    },
    "host": {
        "id": "dbe5c34434fb4792bea6874dd0b1f107",
        "name": "ml022"
    },
    "process": {
        "hash": {
            "md5": "4d5b7b6c06159d6b967f2c2c73f10145",
            "sha1": "2b684979d6174bad69d895c7d8a852e7b206b95f",
            "sha256": "1e22c9b2e6562fa32d410bc4957279a46b614eed4cd5f45c200b4a24237bd095"
        },
        "pid": 18288,
        "start": "2023-01-04T14:05:22.8079798Z",
        "executable": "EXCEL.EXE",
        "command_line": "\"EXCEL.EXE\" \"C:\\Users\\USER\\MyDocument.xslx",
        "working_directory": "c:\\program files\\microsoft office\\root\\office16",
        "user": {
            "domain": "intranet",
            "name": "USER",
            "id": "S-1-11-1-11111111-1111111111-111111111-111111111",
            "email": "john.doe@example.org"
        },
        "parent": {
            "pid": 23332,
            "executable": "explorer.exe",
            "start": "2023-01-04T14:04:35.708037Z"
        },
        "args": [
            "\"C:\\Users\\USER\\MyDocument.xslx"
        ]
    },
    "source": {
        "port": 59985,
        "ip": "1.2.3.4",
        "address": "1.2.3.4"
    },
    "action": {
        "type": "ConnectionSuccess",
        "properties": {
            "InitiatingProcessAccountObjectId": "e0e5e759-c1e1-4cf9-91d5-c1099ef74614",
            "InitiatingProcessFileSize": 63984520,
            "InitiatingProcessIntegrityLevel": "Medium",
            "InitiatingProcessTokenElevation": "TokenElevationTypeDefault",
            "InitiatingProcessVersionInfoCompanyName": "Microsoft Corporation",
            "InitiatingProcessVersionInfoFileDescription": "Microsoft Excel",
            "InitiatingProcessVersionInfoInternalFileName": "Excel",
            "InitiatingProcessVersionInfoOriginalFileName": "Excel.exe",
            "InitiatingProcessVersionInfoProductName": "Microsoft Office",
            "InitiatingProcessVersionInfoProductVersion": "16.0.15601.20538",
            "LocalIPType": "Private",
            "RemoteIPType": "Public"
        }
    },
    "microsoft": {
        "defender": {
            "report": {
                "id": "37827"
            }
        }
    },
    "network": {
        "protocol": "Tcp"
    },
    "related": {
        "hash": [
            "1e22c9b2e6562fa32d410bc4957279a46b614eed4cd5f45c200b4a24237bd095",
            "2b684979d6174bad69d895c7d8a852e7b206b95f",
            "4d5b7b6c06159d6b967f2c2c73f10145"
        ],
        "ip": [
            "1.2.3.4",
            "5.6.7.8"
        ]
    }
}

{
    "message": "{\"time\":\"2023-01-04T14:07:34.1999095Z\",\"tenantId\":\"d9eae684-f70a-4ac1-b304-53de40a8db56\",\"operationName\":\"Publish\",\"category\":\"AdvancedHunting-DeviceNetworkInfo\",\"properties\":{\"DeviceId\":\"dbe5c34434fb4792bea6874dd0b1f107\",\"DeviceName\":\"ml022\",\"Timestamp\":\"2023-01-04T14:04:35.622431Z\",\"ReportId\":13489,\"NetworkAdapterName\":\"{B844C2B6-E379-47C8-A28B-784DF7D3D731}\",\"NetworkAdapterType\":\"Guest\",\"NetworkAdapterStatus\":\"Down\",\"TunnelType\":\"None\",\"ConnectedNetworks\":null,\"DnsAddresses\":\"[\\\"fff0:0:0:ffff::1\\\",\\\"fff0:0:0:ffff::2\\\",\\\"fff0:0:0:ffff::3\\\"]\",\"DefaultGateways\":null,\"MacAddress\":\"C8B29B8AEAAE\",\"IPv4Dhcp\":\"\",\"IPv6Dhcp\":\"\",\"IPAddresses\":\"[{\\\"IPAddress\\\":\\\"1.2.3.4\\\",\\\"SubnetPrefix\\\":16,\\\"AddressType\\\":\\\"LinkLocal\\\"},{\\\"IPAddress\\\":\\\"ffff::fff:fff:aaa:ccc\\\",\\\"SubnetPrefix\\\":64,\\\"AddressType\\\":\\\"Private\\\"}]\",\"NetworkAdapterVendor\":null,\"MachineGroup\":\"UnassignedGroup\"},\"Tenant\":\"DefaultTenant\"}\n",
    "event": {
        "kind": "event",
        "type": [
            "info"
        ],
        "dataset": "device_network_info",
        "category": [
            "host"
        ]
    },
    "@timestamp": "2023-01-04T14:04:35.622431Z",
    "host": {
        "id": "dbe5c34434fb4792bea6874dd0b1f107",
        "name": "ml022",
        "mac": [
            "C8B29B8AEAAE"
        ]
    },
    "microsoft": {
        "defender": {
            "report": {
                "id": "13489"
            },
            "observer": {
                "interface": {
                    "name": "{B844C2B6-E379-47C8-A28B-784DF7D3D731}",
                    "type": "Guest",
                    "status": "Down",
                    "dns": [
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                        "fff0:0:0:ffff::2",
                        "fff0:0:0:ffff::3"
                    ],
                    "ips": [
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                        "{\"AddressType\": \"Private\", \"IPAddress\": \"ffff::fff:fff:aaa:ccc\", \"SubnetPrefix\": 64}"
                    ]
                }
            }
        }
    }
}

{
    "message": "{\"time\":\"2023-01-04T14:16:55.5041166Z\",\"tenantId\":\"d9eae684-f70a-4ac1-b304-53de40a8db56\",\"operationName\":\"Publish\",\"category\":\"AdvancedHunting-DeviceProcessEvents\",\"properties\":{\"InitiatingProcessSHA1\":\"5bfbb0f965e2761d75a51faacc9db6a146a7c5ae\",\"InitiatingProcessFileSize\":133576,\"InitiatingProcessMD5\":\"5d5608654828cf052ba013b3c37cbb61\",\"InitiatingProcessFileName\":\"MsMpEng.exe\",\"InitiatingProcessParentFileName\":\"services.exe\",\"InitiatingProcessFolderPath\":\"c:\\\\programdata\\\\microsoft\\\\windows defender\\\\platform\\\\4.18.2301.6-0\\\\msmpeng.exe\",\"InitiatingProcessCommandLine\":\"\\\"MsMpEng.exe\\\"\",\"SHA1\":\"81ea1283c9c328fef3ea93e92dc827f1280b32aa\",\"FileSize\":1592184,\"MD5\":\"17bd5d291205f95eb9ede9e75d5641d7\",\"FolderPath\":\"C:\\\\ProgramData\\\\Microsoft\\\\Windows Defender\\\\Platform\\\\4.18.2301.6-0\\\\MpCmdRun.exe\",\"ProcessCommandLine\":\"\\\"MpCmdRun.exe\\\" Scan -ScheduleJob -RestrictPrivileges -DailyScan -ScanTrigger 54\",\"FileName\":\"MpCmdRun.exe\",\"ProcessId\":37788,\"InitiatingProcessId\":5456,\"ProcessCreationTime\":\"2023-01-04T14:15:10.3550336Z\",\"DeviceId\":\"dbe5c34434fb4792bea6874dd0b1f107\",\"DeviceName\":\"ml022\",\"InitiatingProcessCreationTime\":\"2023-01-03T08:51:29.2692792Z\",\"InitiatingProcessAccountName\":\"System\",\"InitiatingProcessAccountDomain\":\"NT\",\"InitiatingProcessAccountSid\":\"S-1-1-11\",\"InitiatingProcessSignatureStatus\":\"Valid\",\"InitiatingProcessSignerType\":\"OsVendor\",\"InitiatingProcessParentId\":1032,\"ReportId\":104118,\"Timestamp\":\"2023-01-04T14:15:10.4684522Z\",\"InitiatingProcessParentCreationTime\":\"2023-01-03T08:51:26.7402415Z\",\"InitiatingProcessTokenElevation\":\"TokenElevationTypeDefault\",\"InitiatingProcessIntegrityLevel\":\"System\",\"AccountDomain\":\"NT\",\"AccountName\":\"system\",\"ProcessTokenElevation\":\"TokenElevationTypeDefault\",\"ProcessIntegrityLevel\":\"System\",\"AccountSid\":\"S-1-1-11\",\"AppGuardContainerId\":\"\",\"SHA256\":\"60d88450bc4d6e9bcb83fbcd0342376694dc55eb8f40b0f79580d1df399a7bdf\",\"InitiatingProcessSHA256\":\"52bd0a4d149f7913b9c3ba111eff1e75188abfcdc54b927390bc3bfad419860e\",\"InitiatingProcessLogonId\":999,\"LogonId\":999,\"InitiatingProcessAccountUpn\":null,\"InitiatingProcessAccountObjectId\":null,\"AccountUpn\":null,\"AccountObjectId\":null,\"AdditionalFields\":null,\"InitiatingProcessVersionInfoCompanyName\":\"Microsoft Corporation\",\"InitiatingProcessVersionInfoProductName\":\"Microsoft\u00ae Windows\u00ae Operating System\",\"InitiatingProcessVersionInfoProductVersion\":\"4.18.2301.6\",\"InitiatingProcessVersionInfoInternalFileName\":\"MsMpEng.exe\",\"InitiatingProcessVersionInfoOriginalFileName\":\"MsMpEng.exe\",\"InitiatingProcessVersionInfoFileDescription\":\"Antimalware Service Executable\",\"ProcessVersionInfoCompanyName\":\"Microsoft Corporation\",\"ProcessVersionInfoProductName\":\"Microsoft\u00ae Windows\u00ae Operating System\",\"ProcessVersionInfoProductVersion\":\"4.18.2301.6\",\"ProcessVersionInfoInternalFileName\":\"MpCmdRun\",\"ProcessVersionInfoOriginalFileName\":\"MpCmdRun.exe\",\"ProcessVersionInfoFileDescription\":\"Microsoft Malware Protection Command Line Utility\",\"MachineGroup\":\"UnassignedGroup\",\"ActionType\":\"ProcessCreated\"},\"Tenant\":\"DefaultTenant\"}\n",
    "event": {
        "kind": "event",
        "type": [
            "info"
        ],
        "dataset": "device_process_events",
        "category": [
            "process"
        ]
    },
    "@timestamp": "2023-01-04T14:15:10.468452Z",
    "file": {
        "directory": "C:\\ProgramData\\Microsoft\\Windows Defender\\Platform\\4.18.2301.6-0\\MpCmdRun.exe",
        "hash": {
            "md5": "17bd5d291205f95eb9ede9e75d5641d7",
            "sha1": "81ea1283c9c328fef3ea93e92dc827f1280b32aa",
            "sha256": "60d88450bc4d6e9bcb83fbcd0342376694dc55eb8f40b0f79580d1df399a7bdf"
        },
        "name": "MpCmdRun.exe",
        "size": 1592184
    },
    "host": {
        "id": "dbe5c34434fb4792bea6874dd0b1f107",
        "name": "ml022"
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    "process": {
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            "sha1": "5bfbb0f965e2761d75a51faacc9db6a146a7c5ae",
            "sha256": "52bd0a4d149f7913b9c3ba111eff1e75188abfcdc54b927390bc3bfad419860e"
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        "pid": 37788,
        "start": "2023-01-04T14:15:10.3550336Z",
        "executable": "MsMpEng.exe",
        "command_line": "\"MpCmdRun.exe\" Scan -ScheduleJob -RestrictPrivileges -DailyScan -ScanTrigger 54",
        "working_directory": "c:\\programdata\\microsoft\\windows defender\\platform\\4.18.2301.6-0",
        "user": {
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            "name": "System",
            "id": "S-1-1-11"
        },
        "parent": {
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            "executable": "services.exe",
            "start": "2023-01-03T08:51:26.7402415Z"
        },
        "args": [
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            "-ScheduleJob",
            "-RestrictPrivileges",
            "-DailyScan",
            "-ScanTrigger",
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        ],
        "code_signature": {
            "status": "Valid",
            "subject_name": "OsVendor"
        }
    },
    "user": {
        "domain": "NT",
        "name": "system"
    },
    "action": {
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        "properties": {
            "InitiatingProcessFileSize": 133576,
            "InitiatingProcessIntegrityLevel": "System",
            "InitiatingProcessLogonId": "999",
            "InitiatingProcessTokenElevation": "TokenElevationTypeDefault",
            "InitiatingProcessVersionInfoCompanyName": "Microsoft Corporation",
            "InitiatingProcessVersionInfoFileDescription": "Antimalware Service Executable",
            "InitiatingProcessVersionInfoInternalFileName": "MsMpEng.exe",
            "InitiatingProcessVersionInfoOriginalFileName": "MsMpEng.exe",
            "InitiatingProcessVersionInfoProductName": "Microsoft\u00ae Windows\u00ae Operating System",
            "InitiatingProcessVersionInfoProductVersion": "4.18.2301.6",
            "LogonId": "999",
            "AccountSid": "S-1-1-11",
            "ProcessIntegrityLevel": "System",
            "ProcessVersionInfoCompanyName": "Microsoft Corporation",
            "ProcessVersionInfoFileDescription": "Microsoft Malware Protection Command Line Utility",
            "ProcessVersionInfoInternalFileName": "MpCmdRun",
            "ProcessVersionInfoOriginalFileName": "MpCmdRun.exe",
            "ProcessVersionInfoProductName": "Microsoft\u00ae Windows\u00ae Operating System",
            "ProcessVersionInfoProductVersion": "4.18.2301.6"
        }
    },
    "microsoft": {
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            }
        }
    },
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        "user": [
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}

{
    "message": "{\"time\":\"2023-01-04T14:37:14.9238631Z\",\"tenantId\":\"d9eae684-f70a-4ac1-b304-53de40a8db56\",\"operationName\":\"Publish\",\"category\":\"AdvancedHunting-DeviceRegistryEvents\",\"properties\":{\"DeviceId\":\"dbe5c34434fb4792bea6874dd0b1f107\",\"DeviceName\":\"ml022\",\"ReportId\":19168,\"Timestamp\":\"2023-01-04T14:35:20.6161937Z\",\"RegistryKey\":\"\",\"RegistryValueName\":null,\"RegistryValueType\":\"None\",\"RegistryValueData\":null,\"PreviousRegistryValueData\":null,\"InitiatingProcessSHA1\":\"9df2bc8901233492b2488de8742a35d3d5c46c12\",\"InitiatingProcessFileSize\":445440,\"InitiatingProcessMD5\":\"655381bd34fa7f6421e3740f1fc3c1b1\",\"InitiatingProcessFileName\":\"omadmclient.exe\",\"InitiatingProcessParentFileName\":\"svchost.exe\",\"InitiatingProcessFolderPath\":\"c:\\\\windows\\\\system32\\\\omadmclient.exe\",\"InitiatingProcessCommandLine\":\"\\\"omadmclient.exe\\\" /serverid \\\"1F2E9005-CEAB-4280-83A7-8429D26DE773\\\" /lookuptype 1 /initiator 0\",\"InitiatingProcessCreationTime\":\"2023-03-01T14:34:55.9883418Z\",\"InitiatingProcessParentCreationTime\":\"2023-03-01T09:01:41.8134369Z\",\"InitiatingProcessAccountName\":\"system\",\"InitiatingProcessAccountDomain\":\"NT\",\"InitiatingProcessAccountSid\":\"S-1-1-11\",\"InitiatingProcessParentId\":2196,\"InitiatingProcessId\":25072,\"InitiatingProcessIntegrityLevel\":\"System\",\"InitiatingProcessTokenElevation\":\"TokenElevationTypeDefault\",\"PreviousRegistryKey\":\"HKEY_LOCAL_MACHINE\\\\BCD00000000\\\\Objects\\\\{a5a30fa2-3d06-4e9f-b5f4-a01df9d1fcba}\\\\Elements\",\"PreviousRegistryValueName\":null,\"AppGuardContainerId\":\"\",\"ActionType\":\"RegistryKeyDeleted\",\"InitiatingProcessSHA256\":\"5e7dfefc195fb0286fda79b22d9c9334ed0162d0d3774ca342343df2e4e5df50\",\"InitiatingProcessAccountUpn\":null,\"InitiatingProcessAccountObjectId\":null,\"InitiatingProcessVersionInfoCompanyName\":\"Microsoft Corporation\",\"InitiatingProcessVersionInfoProductName\":\"Microsoft\u00ae Windows\u00ae Operating System\",\"InitiatingProcessVersionInfoProductVersion\":\"10.0.19041.2193\",\"InitiatingProcessVersionInfoInternalFileName\":\"omadmclient\",\"InitiatingProcessVersionInfoOriginalFileName\":\"omadmclient.exe\",\"InitiatingProcessVersionInfoFileDescription\":\"Host Process for OMA-DM Client\",\"MachineGroup\":\"UnassignedGroup\"},\"Tenant\":\"DefaultTenant\"}\n",
    "event": {
        "kind": "event",
        "type": [
            "info"
        ],
        "dataset": "device_registry_events",
        "category": [
            "process"
        ]
    },
    "@timestamp": "2023-01-04T14:35:20.616193Z",
    "host": {
        "id": "dbe5c34434fb4792bea6874dd0b1f107",
        "name": "ml022"
    },
    "process": {
        "hash": {
            "md5": "655381bd34fa7f6421e3740f1fc3c1b1",
            "sha1": "9df2bc8901233492b2488de8742a35d3d5c46c12",
            "sha256": "5e7dfefc195fb0286fda79b22d9c9334ed0162d0d3774ca342343df2e4e5df50"
        },
        "pid": 25072,
        "start": "2023-03-01T14:34:55.9883418Z",
        "executable": "omadmclient.exe",
        "command_line": "\"omadmclient.exe\" /serverid \"1F2E9005-CEAB-4280-83A7-8429D26DE773\" /lookuptype 1 /initiator 0",
        "working_directory": "c:\\windows\\system32",
        "user": {
            "domain": "NT",
            "name": "system",
            "id": "S-1-1-11"
        },
        "parent": {
            "pid": 2196,
            "executable": "svchost.exe",
            "start": "2023-03-01T09:01:41.8134369Z"
        },
        "args": [
            "/serverid",
            "\"1F2E9005-CEAB-4280-83A7-8429D26DE773\"",
            "/lookuptype",
            "1",
            "/initiator",
            "0"
        ]
    },
    "action": {
        "type": "RegistryKeyDeleted",
        "properties": {
            "InitiatingProcessFileSize": 445440,
            "InitiatingProcessIntegrityLevel": "System",
            "InitiatingProcessTokenElevation": "TokenElevationTypeDefault",
            "InitiatingProcessVersionInfoCompanyName": "Microsoft Corporation",
            "InitiatingProcessVersionInfoFileDescription": "Host Process for OMA-DM Client",
            "InitiatingProcessVersionInfoInternalFileName": "omadmclient",
            "InitiatingProcessVersionInfoOriginalFileName": "omadmclient.exe",
            "InitiatingProcessVersionInfoProductName": "Microsoft\u00ae Windows\u00ae Operating System",
            "InitiatingProcessVersionInfoProductVersion": "10.0.19041.2193",
            "PreviousRegistryKey": "HKEY_LOCAL_MACHINE\\BCD00000000\\Objects\\{a5a30fa2-3d06-4e9f-b5f4-a01df9d1fcba}\\Elements"
        }
    },
    "microsoft": {
        "defender": {
            "report": {
                "id": "19168"
            }
        }
    },
    "related": {
        "hash": [
            "5e7dfefc195fb0286fda79b22d9c9334ed0162d0d3774ca342343df2e4e5df50",
            "655381bd34fa7f6421e3740f1fc3c1b1",
            "9df2bc8901233492b2488de8742a35d3d5c46c12"
        ]
    }
}

{
    "message": "{\"time\":\"2022-09-01T07:28:59.5127177Z\",\"tenantId\":\"5ac3ff49-0e19-4600-9ad1-333e64e3b5cc\",\"operationName\":\"Publish\",\"category\":\"AdvancedHunting-DeviceEvents\",\"properties\":{\"AccountSid\":null,\"AccountDomain\":null,\"AccountName\":null,\"LogonId\":null,\"FileName\":null,\"FolderPath\":null,\"MD5\":null,\"SHA1\":null,\"FileSize\":null,\"SHA256\":null,\"ProcessCreationTime\":null,\"ProcessTokenElevation\":null,\"RemoteUrl\":null,\"RegistryKey\":null,\"RegistryValueName\":null,\"RegistryValueData\":null,\"RemoteDeviceName\":null,\"FileOriginIP\":null,\"FileOriginUrl\":null,\"LocalIP\":\"-\",\"LocalPort\":null,\"RemoteIP\":\"-\",\"RemotePort\":null,\"ProcessId\":null,\"ProcessCommandLine\":null,\"AdditionalFields\":\"{\\\"BaseAddress\\\":2098738167808,\\\"RegionSize\\\":262144,\\\"ProtectionMask\\\":64}\",\"ActionType\":\"NtAllocateVirtualMemoryApiCall\",\"InitiatingProcessVersionInfoCompanyName\":\"Google\",\"InitiatingProcessVersionInfoProductName\":\"Software Reporter Tool\",\"InitiatingProcessVersionInfoProductVersion\":\"102.286.200\",\"InitiatingProcessVersionInfoInternalFileName\":\"software_reporter_tool_exe\",\"InitiatingProcessVersionInfoOriginalFileName\":\"software_reporter_tool.exe\",\"InitiatingProcessVersionInfoFileDescription\":\"Software Reporter Tool\",\"InitiatingProcessFolderPath\":\"c:\\\\users\\\\USER\\\\appdata\\\\local\\\\google\\\\chrome\\\\user data\\\\swreporter\\\\102.286.200\\\\software_reporter_tool.exe\",\"InitiatingProcessFileName\":\"software_reporter_tool.exe\",\"InitiatingProcessFileSize\":14687048,\"InitiatingProcessMD5\":\"51a9cac9c4e8da44ffd7502be17604ee\",\"InitiatingProcessSHA256\":\"6fe5e57df8d132eaf06f9134461dd172e36cf01679f13eb0f6e70c1f21b18323\",\"InitiatingProcessSHA1\":\"44543e0c6f30415c670c1322e61ca68602d58708\",\"InitiatingProcessLogonId\":121834210,\"InitiatingProcessAccountSid\":\"S-1-00-1-1111111-2222222222-3333333333-4444444444\",\"InitiatingProcessAccountDomain\":\"intranet\",\"InitiatingProcessAccountName\":\"group1\",\"InitiatingProcessAccountUpn\":\"user@example.org\",\"InitiatingProcessAccountObjectId\":\"9d6c8861-bc27-4c1c-b5d7-aa00401d0fd2\",\"InitiatingProcessCreationTime\":\"2022-09-01T06:56:23.7887846Z\",\"InitiatingProcessId\":1664,\"InitiatingProcessCommandLine\":\"\\\"software_reporter_tool.exe\\\" --use-crash-handler-with-id=\\\"\\\\\\\\.\\\\pipe\\\\crashpad_11111_XXXXXXXXXXXXXXXX\\\" --sandboxed-process-id=2 --init-done-notifier=804 --sandbox-mojo-pipe-token=********** --mojo-platform-channel-handle=780 --engine=2\",\"InitiatingProcessParentCreationTime\":\"2022-09-01T06:56:23.595229Z\",\"InitiatingProcessParentId\":15532,\"InitiatingProcessParentFileName\":\"software_reporter_tool.exe\",\"DeviceId\":\"1111111111111111111111111111111111111111\",\"AppGuardContainerId\":\"\",\"MachineGroup\":\"UnassignedGroup\",\"Timestamp\":\"2022-09-01T07:09:47.4980566Z\",\"DeviceName\":\"test.lab\",\"ReportId\":104061}}",
    "event": {
        "kind": "event",
        "type": [
            "info"
        ],
        "dataset": "device_events",
        "category": [
            "host"
        ]
    },
    "@timestamp": "2022-09-01T07:09:47.498056Z",
    "host": {
        "id": "1111111111111111111111111111111111111111",
        "name": "test.lab"
    },
    "process": {
        "hash": {
            "md5": "51a9cac9c4e8da44ffd7502be17604ee",
            "sha1": "44543e0c6f30415c670c1322e61ca68602d58708",
            "sha256": "6fe5e57df8d132eaf06f9134461dd172e36cf01679f13eb0f6e70c1f21b18323"
        },
        "pid": 1664,
        "start": "2022-09-01T06:56:23.7887846Z",
        "executable": "software_reporter_tool.exe",
        "command_line": "\"software_reporter_tool.exe\" --use-crash-handler-with-id=\"\\\\.\\pipe\\crashpad_11111_XXXXXXXXXXXXXXXX\" --sandboxed-process-id=2 --init-done-notifier=804 --sandbox-mojo-pipe-token=********** --mojo-platform-channel-handle=780 --engine=2",
        "working_directory": "c:\\users\\USER\\appdata\\local\\google\\chrome\\user data\\swreporter\\102.286.200",
        "user": {
            "domain": "intranet",
            "name": "group1",
            "id": "S-1-00-1-1111111-2222222222-3333333333-4444444444",
            "email": "user@example.org"
        },
        "parent": {
            "pid": 15532,
            "executable": "software_reporter_tool.exe",
            "start": "2022-09-01T06:56:23.595229Z"
        },
        "args": [
            "--use-crash-handler-with-id=\"\\\\.\\pipe\\crashpad_11111_XXXXXXXXXXXXXXXX\"",
            "--sandboxed-process-id=2",
            "--init-done-notifier=804",
            "--sandbox-mojo-pipe-token=**********",
            "--mojo-platform-channel-handle=780",
            "--engine=2"
        ]
    },
    "action": {
        "type": "NtAllocateVirtualMemoryApiCall",
        "properties": {
            "InitiatingProcessAccountObjectId": "9d6c8861-bc27-4c1c-b5d7-aa00401d0fd2",
            "InitiatingProcessFileSize": 14687048,
            "InitiatingProcessLogonId": "121834210",
            "InitiatingProcessVersionInfoCompanyName": "Google",
            "InitiatingProcessVersionInfoFileDescription": "Software Reporter Tool",
            "InitiatingProcessVersionInfoInternalFileName": "software_reporter_tool_exe",
            "InitiatingProcessVersionInfoOriginalFileName": "software_reporter_tool.exe",
            "InitiatingProcessVersionInfoProductName": "Software Reporter Tool",
            "InitiatingProcessVersionInfoProductVersion": "102.286.200"
        }
    },
    "microsoft": {
        "defender": {
            "report": {
                "id": "104061"
            }
        }
    },
    "related": {
        "hash": [
            "44543e0c6f30415c670c1322e61ca68602d58708",
            "51a9cac9c4e8da44ffd7502be17604ee",
            "6fe5e57df8d132eaf06f9134461dd172e36cf01679f13eb0f6e70c1f21b18323"
        ]
    }
}

Extracted Fields

The following table lists the fields that are extracted, normalized under the ECS format, analyzed and indexed by the parser. It should be noted that infered fields are not listed.

Name	Type	Description
`@timestamp`	`date`	Date/time when the event originated.
`action.properties.AadDeviceId`	`keyword`	Unique identifier for the device in Azure AD
`action.properties.AccountSid`	`keyword`	Security Identifier (SID) of the account
`action.properties.AccountUPN`	`keyword`	User principal name (UPN) of the account
`action.properties.ActionResult`	`keyword`	Result of the action
`action.properties.ActionTrigger`	`keyword`	Indicates whether an action was triggered by an administrator (manually or through approval of a pending automated action), or by some special mechanism, such as a ZAP or Dynamic Delivery
`action.properties.Application`	`keyword`	Application that performed the recorded action
`action.properties.ApplicationId`	`keyword`	Unique identifier for the application
`action.properties.AttachmentCount`	`number`	Number of attachments in the email
`action.properties.AuthenticationDetails`	`keyword`	List of pass or fail verdicts by email authentication protocols like DMARC, DKIM, SPF or a combination of multiple authentication types (CompAuth)
`action.properties.ConfidenceLevel`	`keyword`	List of confidence levels of any spam or phishing verdicts. For spam, this column shows the spam confidence level (SCL), indicating if the email was skipped (-1), found to be not spam (0,1), found to be spam with moderate confidence (5,6), or found to be spam with high confidence (9). For phishing, this column displays whether the confidence level is "High" or "Low".
`action.properties.Connectors`	`keyword`	Custom instructions that define organizational mail flow and how the email was routed
`action.properties.DeliveryAction`	`keyword`	Delivery action of the email: Delivered, Junked, Blocked, or Replaced
`action.properties.DeliveryLocation`	`keyword`	Location where the email was delivered: Inbox/Folder, On-premises/External, Junk, Quarantine, Failed, Dropped, Deleted items
`action.properties.DestinationDeviceName`	`keyword`	Name of the device running the server application that processed the recorded action
`action.properties.EmailAction`	`keyword`	Final action taken on the email based on filter verdict, policies, and user actions: Move message to junk mail folder, Add X-header, Modify subject, Redirect message, Delete message, send to quarantine, No action taken, Bcc message
`action.properties.EmailClusterId`	`keyword`	Identifier for the group of similar emails clustered based on heuristic analysis of their contents
`action.properties.EmailDirection`	`keyword`	Direction of the email relative to your network: Inbound, Outbound, Intra-org
`action.properties.EmailLanguage`	`keyword`	Detected language of the email content
`action.properties.FileOriginIP`	`keyword`	IP address where the file was downloaded from
`action.properties.FileOriginReferrerUrl`	`keyword`	URL of the web page that links to the downloaded file
`action.properties.FileOriginUrl`	`keyword`	URL where the file was downloaded from
`action.properties.IPCategory`	`keyword`	Additional information about the IP address
`action.properties.IPTags`	`list`	Customer-defined information applied to specific IP addresses and IP address ranges
`action.properties.ISP`	`keyword`	Internet service provider associated with the IP address
`action.properties.InitiatingProcessAccountObjectId`	`keyword`	Azure AD object ID of the user account that ran the process responsible for the event
`action.properties.InitiatingProcessFileSize`	`long`	Size of the process (image file) that initiated the event
`action.properties.InitiatingProcessIntegrityLevel`	`keyword`	Integrity level of the process that initiated the event. Windows assigns integrity levels to processes based on certain characteristics, such as if they were launched from an internet download. These integrity levels influence permissions to resources
`action.properties.InitiatingProcessLogonId`	`keyword`	Identifier for a logon session of the process that initiated the event. This identifier is unique on the same machine only between restarts.
`action.properties.InitiatingProcessTokenElevation`	`keyword`	Token type indicating the presence or absence of User Access Control (UAC) privilege elevation applied to the process that initiated the event
`action.properties.InitiatingProcessVersionInfoCompanyName`	`keyword`	Company name from the version information of the process (image file) responsible for the event
`action.properties.InitiatingProcessVersionInfoFileDescription`	`keyword`	Description from the version information of the process (image file) responsible for the event
`action.properties.InitiatingProcessVersionInfoInternalFileName`	`keyword`	Internal file name from the version information of the process (image file) responsible for the event
`action.properties.InitiatingProcessVersionInfoOriginalFileName`	`keyword`	Original file name from the version information of the process (image file) responsible for the event
`action.properties.InitiatingProcessVersionInfoProductName`	`keyword`	Product name from the version information of the process (image file) responsible for the event
`action.properties.InitiatingProcessVersionInfoProductVersion`	`keyword`	Product version from the version information of the process (image file) responsible for the event
`action.properties.IsAdminOperation`	`keyword`	Indicates whether the activity was performed by an administrator
`action.properties.IsAnonymousProxy`	`keyword`	Indicates whether the IP address belongs to a known anonymous proxy
`action.properties.IsAzureADJoined`	`boolean`	Boolean indicator of whether machine is joined to the Azure Active Directory
`action.properties.IsAzureInfoProtectionApplied`	`boolean`	Indicates whether the file is encrypted by Azure Information Protection
`action.properties.IsExternalUser`	`boolean`	Indicates whether a user inside the network doesn't belong to the organization's domain
`action.properties.IsImpersonated`	`boolean`	Indicates whether the activity was performed by one user for another (impersonated) user
`action.properties.IsLocalAdmin`	`boolean`	Boolean indicator of whether the user is a local administrator on the machine
`action.properties.JoinType`	`keyword`	The nature of the joint
`action.properties.LocalIPType`	`keyword`	Type of IP address, for example Public, Private, Reserved, Loopback, Teredo, FourToSixMapping, and Broadcast
`action.properties.Location`	`keyword`	City, country, or other geographic location associated with the event
`action.properties.LoggedOnUsers`	`keyword`	List of all users that are logged on the machine at the time of the event in JSON array format
`action.properties.LogonId`	`keyword`	Identifier for a logon session. This identifier is unique on the same machine only between restarts
`action.properties.LogonType`	`keyword`	Type of logon session, specifically:
`action.properties.MachineGroup`	`keyword`	Machine group of the machine. This group is used by role-based access control to determine access to the machine
`action.properties.MergedDeviceIds`	`keyword`	Previous device IDs that have been assigned to the same device
`action.properties.MergedToDeviceId`	`keyword`	The most recent device ID assigned to a device
`action.properties.ObjectId`	`keyword`	Unique identifier of the object that the recorded action was applied to
`action.properties.ObjectName`	`keyword`	Name of the object that the recorded action was applied to
`action.properties.ObjectType`	`keyword`	Type of object, such as a file or a folder, that the recorded action was applied to
`action.properties.OnboardingStatus`	`keyword`	Indicates whether the device is currently onboarded or not to Microsoft Defender for Endpoint or if the device is not supported
`action.properties.OrgLevelAction`	`keyword`	Action taken on the email in response to matches to a policy defined at the organizational level
`action.properties.OrgLevelPolicy`	`keyword`	Organizational policy that triggered the action taken on the email
`action.properties.PreviousFileName`	`keyword`	Original name of the file that was renamed as a result of the action
`action.properties.PreviousFolderPath`	`keyword`	Original folder containing the file before the recorded action was applied
`action.properties.PreviousRegistryKey`	`keyword`	Original registry key of the registry value before it was modified
`action.properties.PreviousRegistryValueData`	`keyword`	Original data of the registry value before it was modified
`action.properties.PreviousRegistryValueName`	`keyword`	Original name of the registry value before it was modified
`action.properties.ProcessIntegrityLevel`	`keyword`	Integrity level of the newly created process. Windows assigns integrity levels to processes based on certain characteristics, such as if they were launched from an internet downloaded. These integrity levels influence permissions to resources
`action.properties.ProcessTokenElevation`	`keyword`	Token type indicating the presence or absence of User Access Control (UAC) privilege elevation applied to the newly created process
`action.properties.ProcessVersionInfoCompanyName`	`keyword`	Company name from the version information of the newly created process
`action.properties.ProcessVersionInfoFileDescription`	`keyword`	Description from the version information of the newly created process
`action.properties.ProcessVersionInfoInternalFileName`	`keyword`	Internal file name from the version information of the newly created process
`action.properties.ProcessVersionInfoOriginalFileName`	`keyword`	Original file name from the version information of the newly created process
`action.properties.ProcessVersionInfoProductName`	`keyword`	Product name from the version information of the newly created process
`action.properties.ProcessVersionInfoProductVersion`	`keyword`	Product version from the version information of the newly created process
`action.properties.Query`	`keyword`	String used to run the query
`action.properties.QueryTarget`	`keyword`	Name of user, group, device, domain, or any other entity type being queried
`action.properties.QueryType`	`keyword`	Type of query, such as QueryGroup, QueryUser, or EnumerateUsers
`action.properties.RawEventData`	`keyword`	Raw event information from the source application or service in JSON format
`action.properties.RecipientObjectId`	`keyword`	Unique identifier for the email recipient in Azure AD
`action.properties.RegistryDeviceTag`	`keyword`	Machine tag added through the registry
`action.properties.RemoteDeviceName`	`keyword`	Name of the machine that performed a remote operation on the affected machine. Depending on the event being reported, this name could be a fully-qualified domain name (FQDN), a NetBIOS name, or a host name without domain information
`action.properties.RemoteIPType`	`keyword`	Type of IP address, for example Public, Private, Reserved, Loopback, Teredo, FourToSixMapping, and Broadcast
`action.properties.RequestAccountSid`	`keyword`	Security Identifier (SID) of the account used to remotely initiate the activity
`action.properties.SenderDisplayName`	`keyword`	Name of the sender displayed in the address book, typically a combination of a given or first name, a middle initial, and a last name or surname
`action.properties.SenderFromDomain`	`keyword`	Sender domain in the FROM header, which is visible to email recipients on their email clients
`action.properties.SenderObjectId`	`keyword`	Unique identifier for the sender's account in Azure AD
`action.properties.SensitivityLabel`	`keyword`	Label applied to an email, file, or other content to classify it for information protection
`action.properties.SensitivitySubLabel`	`keyword`	Sublabel applied to an email, file, or other content to classify it for information protection; sensitivity sublabels are grouped under sensitivity labels but are treated independently
`action.properties.ServiceSource`	`keyword`	Product or service that provided the alert information
`action.properties.ShareName`	`keyword`	Name of shared folder containing the file
`action.properties.TargetAccountDisplayName`	`keyword`	Display name of the account that the recorded action was applied to
`action.properties.TargetAccountUpn`	`keyword`	User principal name (UPN) of the account that the recorded action was applied to
`action.properties.TargetDeviceName`	`keyword`	Fully qualified domain name (FQDN) of the device that the recorded action was applied to
`action.properties.UrlCount`	`number`	Number of embedded URLs in the email
`action.properties.UserAgentTags`	`list`	More information provided by Microsoft Defender for Cloud Apps in a tag in the user agent field. Can have any of the following values: Native client, Outdated browser, Outdated operating system, Robot
`action.properties.UserLevelAction`	`keyword`	Action taken on the email in response to matches to a mailbox policy defined by the recipient
`action.properties.UserLevelPolicy`	`keyword`	End-user mailbox policy that triggered the action taken on the email
`agent.version`	`keyword`	Version of the agent.
`container.id`	`keyword`	Unique container id.
`container.runtime`	`keyword`	Runtime managing this container.
`destination.ip`	`ip`	IP address of the destination.
`destination.port`	`long`	Port of the destination.
`email.from.address`	`keyword`	The email address of the sender, typically from the RFC 5322 From: header field
`email.local_id`	`keyword`	Unique identifier given to the email by the source that created the event
`email.message_id`	`keyword`	Identifier from the RFC 5322 Message-ID: email header that refers to a particular email message
`email.subject`	`keyword`	A brief summary of the topic of the message
`email.to.address`	`keyword`	The email address of recipient
`event.action`	`keyword`	The action captured by the event.
`event.category`	`keyword`	Event category. The second categorization field in the hierarchy.
`event.dataset`	`keyword`	Name of the dataset.
`event.kind`	`keyword`	The kind of the event. The highest categorization field in the hierarchy.
`event.type`	`keyword`	Event type. The third categorization field in the hierarchy.
`file.directory`	`keyword`	Directory where the file is located.
`file.hash.md5`	`keyword`	MD5 hash.
`file.hash.sha1`	`keyword`	SHA1 hash.
`file.hash.sha256`	`keyword`	SHA256 hash.
`file.name`	`keyword`	Name of the file including the extension, without the directory.
`file.size`	`long`	File size in bytes.
`file.x509.not_after`	`date`	Time at which the certificate is no longer considered valid.
`file.x509.serial_number`	`keyword`	Unique serial number issued by the certificate authority.
`host.architecture`	`keyword`	Operating system architecture.
`host.id`	`keyword`	Unique host id.
`host.mac`	`keyword`	Host MAC addresses.
`host.name`	`keyword`	Name of the host.
`host.os.family`	`keyword`	OS family (such as redhat, debian, freebsd, windows).
`host.os.full`	`keyword`	Operating system name, including the version or code name.
`host.os.version`	`keyword`	Operating system version as a raw string.
`host.type`	`keyword`	Type of host.
`microsoft.defender.activity.objects`	`list`	List of objects, such as files or folders, that were involved in the recorded activity
`microsoft.defender.activity.type`	`keyword`	Type of activity that triggered the event
`microsoft.defender.alert.id`	`keyword`	Unique identifier for the alert
`microsoft.defender.alert.title`	`keyword`	The title of the alert
`microsoft.defender.certificate.counter_signed_at`	`keyword`	Date and time the certificate was countersigned
`microsoft.defender.certificate.created_at`	`keyword`	Date and time the certificate was created
`microsoft.defender.certificate.crl.urls`	`keyword`	JSON array listing the URLs of network shares that contain certificates and certificate revocation lists (CRLs)
`microsoft.defender.certificate.is_root_signer_microsort`	`boolean`	Indicates whether the signer of the root certificate is Microsoft and if the file is included in Windows operating system
`microsoft.defender.certificate.is_signed`	`boolean`	Indicates whether the file is signed
`microsoft.defender.certificate.is_trusted`	`boolean`	Indicates whether the file is trusted based on the results of the WinVerifyTrust function, which checks for unknown root certificate information, invalid signatures, revoked certificates, and other questionable attributes
`microsoft.defender.certificate.issuer.hash`	`keyword`	Unique hash value identifying issuing certificate authority (CA)
`microsoft.defender.certificate.issuer.name`	`keyword`	Information about the issuing certificate authority (CA)
`microsoft.defender.certificate.signature_type`	`keyword`	Indicates whether signature information was read as embedded content in the file itself or read from an external catalog file
`microsoft.defender.certificate.signer.hash`	`keyword`	Unique hash value identifying the signer
`microsoft.defender.certificate.signer.name`	`keyword`	Information about the signer of the file
`microsoft.defender.entity.type`	`keyword`	Type of object, such as a file, a process, a device, or a user
`microsoft.defender.evidence.direction`	`keyword`	Indicates whether the entity is the source or the destination of a network connection
`microsoft.defender.evidence.role`	`keyword`	How the entity is involved in an alert, indicating whether it is impacted or is merely related
`microsoft.defender.host.category`	`keyword`	Broader classification that groups certain device types under the following categories: Endpoint, Network device, IoT, Unknown
`microsoft.defender.host.model`	`keyword`	Model name or number of the product from the vendor or manufacturer, only available if device discovery finds enough information about this attribute
`microsoft.defender.host.os.build`	`keyword`	Build version of the operating system running on the machine
`microsoft.defender.host.os.version`	`keyword`	Additional information about the OS version, such as the popular name, code name, or version number
`microsoft.defender.host.subtype`	`keyword`	Additional modifier for certain types of devices, for example, a mobile device can be a tablet or a smartphone; only available if device discovery finds enough information about this attribute
`microsoft.defender.host.vendor`	`keyword`	Name of the product vendor or manufacturer, only available if device discovery finds enough information about this attribute
`microsoft.defender.network.tunnel.protocol`	`keyword`	Tunneling protocol, if the interface is used for this purpose, for example 6to4, Teredo, ISATAP, PPTP, SSTP, and SSH
`microsoft.defender.observer.interface.dhcp.ipv4`	`keyword`	IPv4 address of DHCP server
`microsoft.defender.observer.interface.dhcp.ipv6`	`keyword`	IPv6 address of DHCP server
`microsoft.defender.observer.interface.dns`	`keyword`	DNS server addresses in JSON array format
`microsoft.defender.observer.interface.gateways`	`keyword`	Default gateway addresses in JSON array format
`microsoft.defender.observer.interface.ips`	`keyword`	JSON array containing all the IP addresses assigned to the adapter, along with their respective subnet prefix and IP address space, such as public, private, or link-local
`microsoft.defender.observer.interface.name`	`keyword`	Name of the network adapter
`microsoft.defender.observer.interface.networks`	`keyword`	Networks that the adapter is connected to. Each JSON array contains the network name, category (public, private or domain), a description, and a flag indicating if it's connected publicly to the internet
`microsoft.defender.observer.interface.status`	`keyword`	Operational status of the network adapter. For the possible values, refer to this enumeration
`microsoft.defender.observer.interface.type`	`keyword`	Network adapter type. For the possible values, refer to this enumeration
`microsoft.defender.report.id`	`keyword`	Unique identifier for the event
`microsoft.defender.threat.category`	`keyword`	Type of threat indicator or breach activity identified by the alert
`microsoft.defender.threat.detection`	`keyword`	Methods used to detect malware, phishing, or other threats found in the email
`microsoft.defender.threat.family`	`keyword`	Malware family that the suspicious or malicious file or process has been classified under
`microsoft.defender.threat.names`	`keyword`	Detection name for malware or other threats found
`microsoft.defender.threat.severity`	`keyword`	Indicates the potential impact (high, medium, or low) of the threat indicator or breach activity identified by the alert
`microsoft.defender.threat.types`	`keyword`	Verdict from the email filtering stack on whether the email contains malware, phishing, or other threats
`network.protocol`	`keyword`	Application protocol name.
`process.args`	`keyword`	Array of process arguments.
`process.code_signature.status`	`keyword`	Additional information about the certificate status.
`process.code_signature.subject_name`	`keyword`	Subject name of the code signer
`process.command_line`	`wildcard`	Full command line that started the process.
`process.executable`	`keyword`	Absolute path to the process executable.
`process.hash.md5`	`keyword`	MD5 hash.
`process.hash.sha1`	`keyword`	SHA1 hash.
`process.hash.sha256`	`keyword`	SHA256 hash.
`process.parent.executable`	`keyword`	Absolute path to the process executable.
`process.parent.pid`	`long`	Process id.
`process.parent.start`	`date`	The time the process started.
`process.pid`	`long`	Process id.
`process.start`	`date`	The time the process started.
`process.user.domain`	`keyword`	Domain of the account that ran the process responsible for the event
`process.user.email`	`keyword`	User principal name (UPN) of the account that ran the process responsible for the event
`process.user.id`	`keyword`	Security Identifier (SID) of the account that ran the process responsible for the event
`process.user.name`	`keyword`	User name of the account that ran the process responsible for the event
`process.working_directory`	`keyword`	The working directory of the process.
`registry.data.strings`	`wildcard`	List of strings representing what was written to the registry.
`registry.data.type`	`keyword`	Standard registry type for encoding contents
`registry.key`	`keyword`	Hive-relative path of keys.
`registry.value`	`keyword`	Name of the value written.
`rule.id`	`keyword`	Rule ID
`rule.name`	`keyword`	Rule name
`service.name`	`keyword`	Name of the service.
`service.type`	`keyword`	The type of the service.
`source.geo.city_name`	`keyword`	City name.
`source.geo.country_iso_code`	`keyword`	Country ISO code.
`source.ip`	`ip`	IP address of the source.
`source.port`	`long`	Port of the source.
`threat.technique.name`	`keyword`	Threat technique name.
`url.domain`	`keyword`	Domain of the url.
`url.original`	`wildcard`	Unmodified original url as seen in the event source.
`user.domain`	`keyword`	Name of the directory the user is a member of.
`user.full_name`	`keyword`	User's full name, if available.
`user.id`	`keyword`	Unique identifier of the user.
`user.name`	`keyword`	Short name or login of the user.
`user.roles`	`keyword`	Array of user roles at the time of the event.
`user_agent.original`	`keyword`	Unparsed user_agent string.

Configure

Prerequisites

To forward events to SEKOIA.IO, please follow this guide to create an EventHubs namespace with an EventHubs that enable the data streaming on the hub.

Once the data streaming is configured, in your EventHubs, go to Setting > Shared access policies. Create a new policy with the option Listen then copy the Connection string-primary key.

Create a Storage accounts or use an existing one. Go to Data storage > containers and create a new container. Then go to Security + networking > Access keys and copy the key1 Connection string

Create the intake

Go to the intake page and create a new intake from the format Microsoft 365 Defender.

Pull events

Go to the playbook page and create a new playbook with the Consume Eventhub messages module.

Set up the trigger configuration with the EventHub's Connection string-primary key, the hub name, the consumer group, the storage's Connection string-primary key and the container name.

Start the playbook and enjoy your events.