deardaniel/secdata-raw huggingface dataset:
Sigma Detection Rule: 
Repository: splunk/security_content
Status: production
Author: Mauricio Velazco, Splunk
Date: 2026-02-25

Description:
The following analytic detects the execution of the `Get-LocalUser` PowerShell commandlet using PowerShell Script Block Logging (EventCode=4104). This commandlet lists all local users on a system. The detection leverages script block text from PowerShell logs to identify this activity. Monitoring this behavior is significant as adversaries and Red Teams may use it to enumerate local users for situational awareness and Active Directory discovery. If confirmed malicious, this activity could lead to further reconnaissance, enabling attackers to identify potential targets for privilege escalation or lateral movement.

References:
  - https://attack.mitre.org/techniques/T1087/001/
  - https://www.splunk.com/en_us/blog/security/hunting-for-malicious-powershell-using-script-block-logging.html
Sigma Detection Rule: 
Repository: splunk/security_content
Status: production
Author: Dean Luxton
Date: 2026-04-15

Description:
The following analytic detects the temporary addition of a global catalog SPN or a DRS RPC SPN to an Active Directory computer object, indicative of a potential DCShadow attack. This detection leverages EventCode 5136 from the `wineventlog_security` data source, focusing on specific SPN attribute changes. This activity is significant as DCShadow attacks allow attackers with privileged access to register rogue Domain Controllers, enabling unauthorized changes to the AD infrastructure. If confirmed malicious, this could lead to unauthorized replication of changes, including credentials and keys, compromising the entire domain's security.

References:
  - https://www.dcshadow.com/
  - https://blog.netwrix.com/2022/09/28/dcshadow_attack/
  - https://gist.github.com/gentilkiwi/dcc132457408cf11ad2061340dcb53c2
  - https://attack.mitre.org/techniques/T1207/
  - https://blog.alsid.eu/dcshadow-explained-4510f52fc19d
Sigma Detection Rule: 
Repository: splunk/security_content
Status: production
Author: Michael Haag, Nasreddine Bencherchali, Splunk
Date: 2026-04-15

Description:
The following analytic detects the use of PowerShell's download methods such as
"DownloadString" and "DownloadData" from the WebClient class or Invoke-WebRequest
and it's aliases "IWR" or "Curl".
It leverages data from Endpoint Detection and Response (EDR) agents, focusing on
process execution logs that include command-line details.
This activity can be significant such methods and functions are commonly used in malicious
PowerShell scripts to fetch and execute remote code.
If confirmed malicious, this behavior could allow an attacker to download and run
arbitrary code, potentially leading to unauthorized access, data exfiltration,
or further compromise of the affected system.


References:
  - https://learn.microsoft.com/en-us/dotnet/api/system.net.webclient?view=net-9.0#methods
  - https://blog.malwarebytes.com/malwarebytes-news/2021/02/lazyscripter-from-empire-to-double-rat/
  - https://github.com/redcanaryco/atomic-red-team/blob/master/atomics/T1059.001/T1059.001.md
  - https://thedfirreport.com/2023/05/22/icedid-macro-ends-in-nokoyawa-ransomware/
Sigma Detection Rule: 
Repository: splunk/security_content
Status: production
Author: Bhavin Patel, Splunk
Date: 2026-04-15

Description:
The following analytic detects the execution of a shell inside a container namespace within the Cisco Isovalent environment. It identifies this activity by monitoring process execution logs for the execution of a shell (sh or bash) inside a container namespace. This behavior is significant for a SOC as it could allow an attacker to gain shell access to the container, potentially leading to further compromise of the Kubernetes cluster. If confirmed malicious, this activity could lead to data theft, service disruption, privilege escalation, lateral movement, and further attacks, severely compromising the cluster's security and integrity.

References:
  - https://www.sysdig.com/blog/mitre-attck-framework-for-container-runtime-security-with-sysdig-falco
Sigma Detection Rule: 
Repository: splunk/security_content
Status: production
Author: Bhavin Patel, Splunk
Date: 2026-04-15

Description:
The following analytic identifies the execution of `PsExec.exe` with the `accepteula` flag in the command line. It leverages data from Endpoint Detection and Response (EDR) agents, focusing on process execution logs and command-line arguments. This activity is significant because PsExec is commonly used by threat actors to execute code on remote systems, and the `accepteula` flag indicates first-time usage, which could signify initial compromise. If confirmed malicious, this activity could allow attackers to gain remote code execution capabilities, potentially leading to further system compromise and lateral movement within the network.

References:
  - https://media.defense.gov/2023/May/24/[PII_REDACTED]/-1/-1/0/CSA_Living_off_the_Land.PDF
Sigma Detection Rule: 
Repository: splunk/security_content
Status: production
Author: Mauricio Velazco, Splunk
Date: 2026-04-15

Description:
The following analytic identifies a source endpoint failing to authenticate with multiple invalid domain users using the Kerberos protocol. It leverages Event ID 4768, which is generated when the Key Distribution Center issues a Kerberos Ticket Granting Ticket (TGT) and detects failure code 0x6, indicating the user is not found in the Kerberos database. This behavior is significant as it may indicate a Password Spraying attack, where an adversary attempts to gain initial access or elevate privileges. If confirmed malicious, this activity could lead to unauthorized access and potential privilege escalation within the Active Directory environment.

References:
  - https://attack.mitre.org/techniques/T1110/003/
Sigma Detection Rule: 
Repository: splunk/security_content
Status: production
Author: Gowthamaraj Rajendran, Bhavin Patel, Splunk
Date: 2026-04-15

Description:
The following analytic detects the use of the Advanced Package Tool (APT) or apt-get with elevated privileges via sudo on Linux systems. It leverages Endpoint Detection and Response (EDR) telemetry to identify processes where APT commands are executed with sudo rights. This activity is significant because it indicates a user can run system commands as root, potentially leading to unauthorized root shell access. If confirmed malicious, this could allow an attacker to escalate privileges, execute arbitrary commands, and gain full control over the affected system, posing a severe security risk.

References:
  - https://gtfobins.github.io/gtfobins/apt/
  - https://www.digitalocean.com/community/tutorials/what-is-apt
Sigma Detection Rule: 
Repository: splunk/security_content
Status: production
Author: Teoderick Contreras, Splunk, Steven Dick
Date: 2026-05-04

Description:
The following analytic detects the disabling of Windows Defender services by monitoring registry modifications. It leverages registry event data to identify changes to specific registry paths associated with Defender services, where the 'Start' value is set to '0x00000004'. This activity is significant because disabling Defender services can indicate an attempt by an adversary to evade detection and maintain persistence on the endpoint. If confirmed malicious, this action could allow attackers to execute further malicious activities undetected, leading to potential data breaches or system compromise.

References:
  - https://thedfirreport.com/2021/10/18/icedid-to-xinglocker-ransomware-in-24-hours/
Sigma Detection Rule: 
Repository: splunk/security_content
Status: production
Author: Mauricio Velazco, Splunk
Date: 2026-02-25

Description:
The following analytic identifies the execution of `net.exe` with command-line arguments used to list or display information about computer connections. It leverages data from Endpoint Detection and Response (EDR) agents, focusing on process names and command-line executions. This activity can be significant as it indicates potential network reconnaissance by adversaries or Red Teams, aiming to gather situational awareness and Active Directory information. If confirmed malicious, this behavior could allow attackers to map the network, identify critical assets, and plan further attacks, potentially leading to data exfiltration or lateral movement.

References:
  - https://attack.mitre.org/techniques/T1049/
Sigma Detection Rule: 
Repository: splunk/security_content
Status: production
Author: Teoderick Contreras, Splunk
Date: 2026-04-15

Description:
The following analytic detects DNS queries initiated by the Windows AI Platform to domains associated with Hugging Face, OpenAI, and other popular providers of machine learning models and services. Monitoring these DNS requests is important because it can reveal when systems are accessing external AI platforms, which may indicate the use of third-party AI resources or the transfer of sensitive data outside the organization’s environment. Detecting such activity enables organizations to enforce data governance policies, prevent unapproved use of external AI services, and maintain visibility into potential data exfiltration risks. Proactive monitoring provides better control over AI model usage and helps safeguard organizational data flows.


References:
  - https://cert.gov.ua/article/6284730
  - https://www.microsoft.com/en-us/security/blog/2025/11/03/sesameop-novel-backdoor-uses-openai-assistants-api-for-command-and-control/
Sigma Detection Rule: 
Repository: splunk/security_content
Status: production
Author: Teoderick Contreras, Splunk
Date: 2026-04-15

Description:
The following analytic detects modifications in the Windows registry to enable remote desktop assistance on a targeted machine. It leverages data from the Endpoint.Registry datamodel, specifically monitoring changes to the "Control\\Terminal Server\\fAllowToGetHelp" registry path. This activity is significant because enabling remote assistance via registry is uncommon and often associated with adversaries or malware like Azorult. If confirmed malicious, this could allow an attacker to remotely access and control the compromised host, leading to potential data exfiltration or further system compromise.

References:
  - https://docs.microsoft.com/en-us/windows-hardware/customize/desktop/unattend/microsoft-windows-remoteassistance-exe-fallowtogethelp
  - https://app.any.run/tasks/a6f2ffe2-e6e2-4396-ae2e-04ea0143f2d8/
Sigma Detection Rule: 
Repository: splunk/security_content
Status: experimental
Author: Michael Haag, Splunk
Date: 2026-03-10

Description:
The following analytic detects the use of certutil to download software, specifically when spawned by SQL-related processes. This detection leverages Endpoint Detection and Response (EDR) data, focusing on command-line executions involving certutil with parameters like *urlcache* and *split*. This activity is significant as it may indicate a compromise by threat actors, such as Flax Typhoon, who use certutil to establish persistent VPN connections. If confirmed malicious, this behavior could allow attackers to maintain access, monitor system availability, and potentially escalate to data theft or ransomware deployment.

References:
  - https://www.microsoft.com/en-us/security/blog/2023/08/24/flax-typhoon-using-legitimate-software-to-quietly-access-taiwanese-organizations/
Sigma Detection Rule: 
Repository: splunk/security_content
Status: production
Author: Steven Dick
Date: 2026-04-15

Description:
The following analytic detects when an executable known for User Account Control (UAC) bypass exploitation spawns a child process in a user-controlled location or a command shell executable (e.g., cmd.exe, powershell.exe). This detection leverages Sysmon EventID 1 data, focusing on high or system integrity level processes with specific parent-child process relationships. This activity is significant as it may indicate an attacker has successfully used a UAC bypass exploit to escalate privileges. If confirmed malicious, this could allow the attacker to execute arbitrary commands with elevated privileges, potentially compromising the entire system.

References:
  - https://attack.mitre.org/techniques/T1548/002/
  - https://atomicredteam.io/defense-evasion/T1548.002/
  - https://hadess.io/user-account-control-uncontrol-mastering-the-art-of-bypassing-windows-uac/
  - https://enigma0x3.net/2016/08/15/fileless-uac-bypass-using-eventvwr-exe-and-registry-hijacking/
Sigma Detection Rule: 
Repository: splunk/security_content
Status: production
Author: Teoderick Contreras, Splunk
Date: 2026-04-15

Description:
The following analytic detects the execution of the "swapoff" command, which disables the swapping of paging devices on a Linux system. It leverages data from Endpoint Detection and Response (EDR) agents, focusing on process execution logs. This activity is significant because disabling swap can be a tactic used by malware, such as Awfulshred, to evade detection and hinder forensic analysis. If confirmed malicious, this action could allow an attacker to manipulate system memory management, potentially leading to data corruption, system instability, or evasion of memory-based detection mechanisms.

References:
  - https://www.trustwave.com/en-us/resources/blogs/spiderlabs-blog/overview-of-the-cyber-weapons-used-in-the-ukraine-russia-war/
Sigma Detection Rule: 
Repository: splunk/security_content
Status: production
Author: Teoderick Contreras, Splunk
Date: 2026-04-15

Description:
The following analytic detects the execution of command-line parameters commonly associated with REVIL ransomware, such as "-nolan", "-nolocal", "-fast", and "-full". It leverages data from Endpoint Detection and Response (EDR) agents, focusing on process execution logs mapped to the `Processes` node of the `Endpoint` data model. This activity is significant because these parameters are indicative of ransomware attempting to encrypt files on a compromised machine. If confirmed malicious, this could lead to widespread data encryption, rendering critical files inaccessible and potentially causing significant operational disruption.

References:
  - https://krebsonsecurity.com/2021/05/a-closer-look-at-the-darkside-ransomware-gang/
  - https://www.mcafee.com/blogs/other-blogs/mcafee-labs/mcafee-atr-analyzes-sodinokibi-aka-revil-ransomware-as-a-service-what-the-code-tells-us/
Sigma Detection Rule: 
Repository: splunk/security_content
Status: production
Author: Teoderick Contreras
Date: 2026-04-15

Description:
The following analytic identifies a process attempting to delete its own file path, a behavior often associated with defense evasion techniques. This detection leverages Sysmon EventCode 1 logs, focusing on command lines executed via cmd.exe that include deletion commands. This activity is significant as it may indicate malware, such as Clop ransomware, trying to evade detection by removing its executable file if certain conditions are met. If confirmed malicious, this could allow the attacker to persist undetected, complicating incident response and remediation efforts.

References:
  - https://www.mandiant.com/resources/fin11-email-campaigns-precursor-for-ransomware-data-theft
  - https://blog.virustotal.com/2020/11/keep-your-friends-close-keep-ransomware.html
  - https://www.microsoft.com/security/blog/2022/01/15/destructive-malware-targeting-ukrainian-organizations/
Sigma Detection Rule: 
Repository: splunk/security_content
Status: production
Author: Teoderick Contreras, Splunk
Date: 2026-04-15

Description:
The following analytic identifies the execution of the "whoami" command with the "/group" flag, where the results are passed to the "find" command in order to look for a the string "12288". This string represents the SID of the group "Mandatory Label\High Mandatory Level" effectively checking if the current process is running as a "High" integrity process or with Administrator privileges. It leverages data from Endpoint Detection and Response (EDR) agents, focusing on process and command-line telemetry. This activity is significant because it is commonly used by attackers, such as FIN7, to perform reconnaissance on a compromised host. If confirmed malicious, this behavior could indicate an attacker is assessing their privilege level, potentially leading to further privilege escalation or persistence within the environment.
Sigma Detection Rule: 
Repository: splunk/security_content
Status: production
Author: David Dorsey, Splunk
Date: 2026-04-15

Description:
The following analytic identifies instances of reg.exe being launched from a command prompt (cmd.exe) that was not initiated by the user, as indicated by a parent process other than explorer.exe. This detection leverages data from Endpoint Detection and Response (EDR) agents, focusing on process and parent process names. This activity is significant because reg.exe is often used in registry manipulation, which can be indicative of malicious behavior such as persistence mechanisms or system configuration changes. If confirmed malicious, this could allow an attacker to modify critical system settings, potentially leading to privilege escalation or persistent access.

References:
  - https://car.mitre.org/wiki/CAR-2013-03-001/
Sigma Detection Rule: 
Repository: splunk/security_content
Status: production
Author: Teoderick Contreras, Splunk
Date: 2026-04-15

Description:
This detection identifies instances where rundll32.exe is used to load a DLL from a temporary directory, such as C:\Users\<User>\AppData\Local\Temp\ or C:\Windows\Temp\. While rundll32.exe is a legitimate Windows utility used to execute functions exported from DLLs, its use to load libraries from temporary locations is highly suspicious. These directories are commonly used by malware and red team tools to stage payloads or execute code in-memory without writing it to more persistent locations. This behavior often indicates defense evasion, initial access, or privilege escalation, especially when the DLL is unsigned, recently written, or executed shortly after download. In normal user workflows, DLLs are not typically loaded from Temp paths, making this a high-fidelity indicator of potentially malicious activity. Monitoring this pattern is essential for detecting threats that attempt to blend in with native system processes while bypassing traditional application controls.

References:
  - https://blog.sekoia.io/interlock-ransomware-evolving-under-the-radar/
Sigma Detection Rule: 
Repository: splunk/security_content
Status: production
Author: Bhavin Patel, Splunk
Date: 2026-04-15

Description:
The following analytic detects execution of known offensive tooling from within Kubernetes pods, including network scanners and post-exploitation frameworks (e.g., nmap, masscan, zmap, impacket-*, hashcat, john, SharpHound, kube-hunter, peirates). We have created a macro named `linux_offsec_tool_processes` that contains the list of known offensive tooling found on linux systems. Adversaries commonly introduce these tools into compromised workloads to conduct discovery, lateral movement, credential access, or cluster reconnaissance. This behavior may indicate a compromised container or supply-chain abuse. Extra scrutiny is warranted for namespaces that do not typically run diagnostic scanners and for pods that suddenly begin invoking these binaries outside of normal maintenance activity.

References:
  - https://dev.to/thenjdevopsguy/attacking-a-kubernetes-cluster-enter-red-team-mode-2onj
  - https://www.reddit.com/r/kubernetes/comments/l6e5yr/one_of_our_kubernetes_containers_was_compromised/
Sigma Detection Rule: 
Repository: splunk/security_content
Status: production
Author: Michael Haag, Teoderick Contreras Splunk
Date: 2026-04-21

Description:
The following analytic detects the use of PowerShell scripts to load .NET assemblies into memory via reflection, a technique often used in malicious activities such as those by Empire and Cobalt Strike. It leverages PowerShell Script Block Logging (EventCode=4104) to capture and analyze the full command executed. This behavior is significant as it can indicate advanced attack techniques aiming to execute code in memory, bypassing traditional defenses. If confirmed malicious, this activity could lead to unauthorized code execution, privilege escalation, and persistent access within the environment.

References:
  - https://docs.microsoft.com/en-us/dotnet/api/system.reflection.assembly?view=net-5.0
  - https://help.splunk.com/en/security-offerings/splunk-user-behavior-analytics/get-data-in/5.4.1/add-other-data-to-splunk-uba/configure-powershell-logging-to-see-powershell-anomalies-in-splunk-uba.
  - https://blog.palantir.com/tampering-with-windows-event-tracing-background-offense-and-defense-4be7ac62ac63
  - https://static1.squarespace.com/static/552092d5e4b[PII_REDACTED]e5c/t/59c1814829f18782e24f1fe2/[PII_REDACTED]77/Windows+PowerShell+Logging+Cheat+Sheet+ver+Sept+2017+v2.1.pdf
  - https://www.crowdstrike.com/blog/investigating-powershell-command-and-script-logging/
Sigma Detection Rule: 
Repository: splunk/security_content
Status: production
Author: Teoderick Contreras, Splunk
Date: 2026-04-15

Description:
The following analytic detects the deletion of services on a Linux machine. It leverages filesystem event logs to identify when service files within system directories (e.g., /etc/systemd/, /lib/systemd/, /run/systemd/) are deleted. This activity is significant because attackers may delete or modify services to disable security features or evade defenses. If confirmed malicious, this behavior could indicate an attempt to impair system functionality or execute a destructive payload, potentially leading to system instability or data loss. Immediate investigation is required to determine the responsible process and user.

References:
  - https://www.sentinelone.com/labs/acidrain-a-modem-wiper-rains-down-on-europe/
  - https://unix.stackexchange.com/questions/224992/where-do-i-put-my-systemd-unit-file
  - https://cert.gov.ua/article/3718487
Sigma Detection Rule: 
Repository: splunk/security_content
Status: production
Author: Mauricio Velazco, Splunk
Date: 2026-03-24

Description:
The following analytic detects the execution of `whoami.exe` without any arguments. It leverages data from Endpoint Detection and Response (EDR) agents, focusing on process execution logs. This activity is significant because both Red Teams and adversaries use `whoami.exe` to identify the current logged-in user, aiding in situational awareness and Active Directory discovery. If confirmed malicious, this behavior could indicate an attacker is gathering information to further compromise the system, potentially leading to privilege escalation or lateral movement within the network.

References:
  - https://attack.mitre.org/techniques/T1033/
Sigma Detection Rule: 
Repository: splunk/security_content
Status: production
Author: Teoderick Contreras, Splunk
Date: 2026-04-15

Description:
The following analytic identifies a process command line querying the CachedLogonsCount registry value in the Winlogon registry. This detection leverages data from Endpoint Detection and Response (EDR) agents, focusing on command-line executions and registry queries. Monitoring this activity is significant as it can indicate the use of post-exploitation tools like Winpeas, which gather information about login caching settings. If confirmed malicious, this activity could help attackers understand login caching configurations, potentially aiding in credential theft or lateral movement within the network.

References:
  - https://www.microsoft.com/en-us/security/blog/2022/10/14/new-prestige-ransomware-impacts-organizations-in-ukraine-and-poland/
  - https://learn.microsoft.com/de-de/troubleshoot/windows-server/user-profiles-and-logon/cached-domain-logon-information
  - https://github.com/carlospolop/PEASS-ng/tree/master/winPEAS