Splunk Enterprise Security (ES) solves a wide range of security analytics and operations use cases including continuous security monitoring, advanced threat detection, compliance, incident investigation, forensics and incident response. Splunk ES delivers an end-to-end view of organizations’ security postures with flexible investigations, unmatched performance, and the most flexible deployment options offered in the cloud, on-premises or hybrid deployment models. Splunk ES enables you to: - Conquer alert fatigue with high-fidelity Risk-Based Alerting. - Bring visibility across your hybrid environment with multicloud security monitoring. - Conduct flexible investigations for effective threat hunting across security, IT and DevOps data sources. Splunk ES is a premium security solution requiring a paid license.

MCP Server for Splunk Platform The Model Context Protocol (MCP) is an open standard and framework that enables seamless, secure, and standardized two-way communication between AI applications (like large language models) and external data sources or tools. It acts as a universal adapter allowing AI systems to access, execute, and integrate functionalities from diverse systems through a common protocol, simplifying data sharing and tool interoperability without custom coding for each integration. Splunk's Model Context Protocol (MCP) server leverages this to provide a standardized, secure, and scalable interface to connect AI assistants, agents, and other intelligent systems with data in the Splunk platform for both Enterprise & Cloud customers in beta. 🔑 Key Features - Universal Connectivity Seamlessly connects AI agents and tools to Splunk data resources in a secure and efficient manner. - Enterprise-Grade Security Includes built-in authentication, authorization, and Role-Based Access Control (RBAC). - Rapid Deployment Offers a plug-and-play solution, eliminating the need for custom integrations. ⚙️ Core Capabilities - Explore the Data Navigate and interact with Splunk data effortlessly. - Discover Knowledge Objects Identify and access relevant saved searches, lookups, and other knowledge assets. - Execute Searches Run powerful Splunk queries to extract insights and drive intelligent workflows. - Leverage AI capabilities from Splunk’s AI Assistant for SPL & MLTK SPL search generation from natural language, search optimization, search explanation, retrieve MLTK models and algorithms.

*** Important: Read upgrade instructions and test add-on update before deploying to production *** The Splunk Add-on for Windows 5.0.0 introduced breaking changes. If you are upgrading from a version of the Splunk Add-on for Windows that is earlier than 5.0.0, you must follow the documented upgrade instructions to avoid data loss. A best practice is to test the upgraded version in a non-production environment before deploying to production. Neither the Splunk Add-on for Windows DNS version 1.0.1 nor the Splunk Add-on for Windows Active Directory version 1.0.0 is supported when installed alongside the Splunk Add-on for Windows version 6.0.0. The Splunk Add-on for Windows version 6.0.0 includes the Splunk Add-on for Windows DNS and the Splunk Add-on for Microsoft Active Directory. The Splunk for Microsoft Windows add-on includes predefined inputs to collect data from Windows systems and maps to normalize the data to the Common Information Model.

The Splunk Add-on for AWS, from version 7.0.0 and above, includes a merge of all the capabilities of the Splunk Add-on for Amazon Security Lake. This allows you to configure the Splunk Add-on for AWS to ingest data across all AWS data sources, facilitating the integration of AWS data into your Splunk platform deployment. If you use both the Splunk Add-on for Amazon Security Lake as well as the Splunk Add-on for AWS on the same Splunk instance, then you must uninstall the Splunk Add-on for Amazon Security Lake before upgrading the Splunk Add-on for AWS to version 7.0.0 or later in order to avoid any data duplication and discrepancy issues. __________________________________________________________________________________________________________ Ingesting data from AWS to Splunk Cloud? Have you tried the new Splunk Data Manager yet? Data Manager makes AWS data ingestion simpler, more automated and centrally managed for you, while co-existing with AWS and/or Kinesis TAs. Read our blog post to learn more about Data Manager and it’s availability on your Splunk Cloud instance: https://splk.it/3e9F863 __________________________________________________________________________________________________________ The Splunk Add-on for Amazon Web Services allows a Splunk software administrator to collect: * Configuration snapshots, configuration changes, and historical configuration data from the AWS Config service. * Metadata for your AWS EC2 instances, reserved instances, and EBS snapshots. * Compliance details, compliance summary, and evaluation status of your AWS Config Rules. * Assessment Runs and Findings data from the Amazon Inspector service. * Management and change events from the AWS CloudTrail service. * VPC flow logs and other logs from the CloudWatch Logs service. * Performance and billing metrics from the AWS CloudWatch service. * Billing reports that you have configured in AWS. * S3, CloudFront, and ELB access logs. * Generic data from your S3 buckets. * Generic data from your Kinesis streams. * Generic data from SQS. * Security events from Amazon Security Lake This add-on provides modular inputs and CIM-compatible knowledge to use with other apps, such as the Splunk App for AWS, Splunk Enterprise Security and Splunk IT Service Intelligence. Versions 5.0.0 and later of the Splunk Add-on for AWS is compatible only with Splunk Enterprise version 8.0.0 and above.

The Splunk Add-on for Microsoft Cloud Services allows a Splunk software administrator to pull activity logs, service status, operational messages, Azure audit, Azure resource data and Azure Storage Table and Blob data from a variety of Microsoft cloud services using Event Hubs, Azure Service Management APIs and Azure Storage API. This add-on provides the inputs and CIM-compatible knowledge to use with other Splunk apps, such as Splunk Enterprise Security and the Splunk App for PCI Compliance and Splunk IT Service Intelligence.

The Splunk AI Toolkit delivers new SPL commands, custom visualizations, assistants, and examples to explore a variety of ML concepts. Each assistant includes end-to-end examples with datasets, plus the ability to apply the visualizations and SPL commands to your own data. You can inspect the assistant panels and underlying code to see how it all works. AI Toolkit Quick Reference Guide: https://docs.splunk.com/images/3/3f/Splunk-MLTK-QuickRefGuide-2019-web.pdf Generative AI: With release 5.6, AI Toolkit supports Generative AI, allowing customers to integrate Large Language Models (LLMs) and Time Series Foundational Models directly into their search pipelines. Agentic Capabilities: With release 6.0.0, AI Toolkit introduces Agent Launchpad, enabling customers to create AI agents directly within the app, connect their own MCP servers, Knowledge bases and build agentic workflows. Assistants: * Predict Numeric Fields (Linear Regression): e.g. predict median house values. * Predict Categorical Fields (Logistic Regression): e.g. predict customer churn. * Detect Numeric Outliers (distribution statistics): e.g. detect outliers in IT Ops data. * Detect Categorical Outliers (probabilistic measures): e.g. detect outliers in diabetes patient records. * Forecast Time Series: e.g. forecast data center growth and capacity planning. * Cluster Numeric Events: e.g. cluster business anomalies to reduce noise. Smart Assistants (new assistants with revamped UI and better ml pipeline/experiment management): * Smart Forecasting Assistant:: e.g. forecasting app logons with special days. * Smart Outlier Detection Assistant: e.g. find anomalies in supermarket purchases. * Smart Clustering Assistant: e.g. cluster houses by property descriptions. * Smart Prediction Assistant: e.g. predict vulnerabilities in firewall data.

*** Important: Read upgrade Instructions and test add-on update before deploying to production *** There are changes to default indexes and .conf changes in version 6.0 of Splunk Add-on for Unix and Linux that can break an existing installation if upgrade instructions are not followed in detail. If an existing Splunk Add-on for Unix and Linux is being upgraded, please test in a non-production environment first. The Splunk Add-on for Unix and Linux works with the Splunk App for Unix and Linux to provide rapid insights and operational visibility into large-scale Unix and Linux environments. With its new pre-packaged alerting capability, flexible service-based hosts grouping, and easy management of many data sources, it arms administrators with a powerful ability to quickly identify performance and capacity bottlenecks and outliers in Unix and Linux environments.

Warning: You can't upgrade DB Connect directly from versions earlier than 3.18.0 to versions 4.0.0 or later. Make sure to follow upgrade path guide. Splunk DB Connect is a generic SQL database extension for Splunk that enables easy integration of database information with Splunk queries and reports. Splunk DB Connect supports DB2/Linux, Informix, MemSQL, MySQL, AWS Aurora, Microsoft SQL Server, Oracle, PostgreSQL, AWS RedShift, SAP SQL Anywhere, Sybase ASE, Sybase IQ, Teradata, InfluxDB and MongoDB Atlas & Standalone. Use Splunk DB Connect's Inputs to import structured data for powerful indexing, analysis, and visualization. Use Outputs to export machine data insights to a legacy database to increase your organization's insight. Use Lookups to add meaningful information to your event data by referencing fields in an external database. Use query commands to build live dashboards mixing structured and unstructured data.

The Splunk Add-on for Microsoft Security collects incidents and alerts from Microsoft 365 Defender OR alerts from Microsoft Defender for Endpoint. Customers currently utilizing Microsoft 365 Defender Add-on for Splunk are strongly recommended to migrate to this new Splunk supported add-on after reading the migration section of the documentation. https://docs.splunk.com/Documentation/AddOns/released/MSSecurity/Migrate Customers migrating from Microsoft 365 Defender Add-on for Splunk who would like to continue using the dashboards it includes should install Microsoft 365 App for Splunk, as the functionality has been moved there. https://splunkbase.splunk.com/app/3786/ Microsoft 365 Defender Incidents * Incident (impossible travel, activity from Tor IP, suspicious inbox forwarding, successful logon using potentially stolen credentials, etc.) * Assignee * Classification * Severity * Status * Alerts associated with the Incident Microsoft Defender for Endpoint Alerts * Categories (Malware, Initial Access, Execution, etc.) * Detection source * Evidence * Computer name * Related user * Severity * Status

The Cisco Security Cloud application offers seamless integration for connecting your Cisco devices with Splunk. It features a modular UX input design, built-in health checks, and constant monitoring to ensure operational integrity. Product(s) Enabled: Cisco AI Defense Cisco Duo Cisco Email Threat Defense (ETD) Cisco Endpoint Visibility Module (EVM) CIM Mappings (Beta) Cisco Identity Intelligence (CII) Cisco Multicloud Defense Cisco NVM Cisco Secure Endpoint Cisco Secure Firewall (FTD/eStreamer/ASA) Cisco Secure Workload Cisco Isovalent Cisco Isovalent Edge Processor **Alpha Cisco Secure Malware Analytics (SMA) Cisco Secure Network Analytics (SNA) Cisco Vulnerability Intelligence Cisco XDR (Incident Import & Promote to ES Notable) Here’s the revised version with the sourcetype list and stronger 3.x transition language. **MAJOR VERSION CHANGE: CiscoSecurityCloud 4.0.0 Release Notes** CiscoSecurityCloud 4.0.0 introduces expanded Cisco Secure Firewall / FTD syslog and Advanced Logging support, with improved parsing, event routing, CIM/data model alignment, dashboard visibility, and ingestion reliability. This release adds a new FTD sourcetype routing model that separates FTD events by event family instead of keeping all events under a single generic `cisco:ftd:syslog` sourcetype. This improves field extraction accuracy, dashboard filtering, data model mapping, and long-term supportability for FTD syslog and Advanced Logging data. Because this changes how FTD events are categorized, **4.0.0 may be a breaking change for customers with custom Splunk content**. Content that may require review includes: - Saved searches, alerts, reports, and dashboards that filter only on `sourcetype="cisco:ftd:syslog"` - Custom macros, eventtypes, tags, and CIM/data model constraints - Custom props/transforms or routing assumptions for FTD syslog - Data model acceleration searches scoped to the previous FTD sourcetype - External integrations or correlation searches that expect all FTD events in one sourcetype Customers should update broad FTD searches from "cisco:ftd:syslog" to cisco:ftd:intrusion cisco:ftd:connection cisco:ftd:connection:security cisco:ftd:file cisco:ftd:malware cisco:ftd:discovery cisco:ftd:useractivity cisco:ftd:correlation cisco:ftd:intrusionpacket cisco:ftd:adv:http cisco:ftd:adv:ftp cisco:ftd:adv:conn cisco:ftd:adv:dns cisco:ftd:adv:weird cisco:ftd:adv:notice CiscoSecurityCloud 4.0.0 is intended for customers who want the new FTD Advanced Logging model and are ready to validate custom content against the expanded sourcetypes. To ease the transition, the CiscoSecurityCloud 3.x branch will be actively maintained and should remain the recommended stable branch for customers who require the existing FTD sourcetype behavior. Customers can continue using 3.x while they assess 4.0.0, update custom SPL, and validate dashboards, alerts, and data model acceleration.

The Splunk Add-on for Microsoft Office 365 allows a Splunk software administrator to pull service status, service messages, and management activity logs from the Office 365 Management API. You can collect: * Audit logs for Azure Active Directory, Sharepoint Online, and Exchange Online, supported by the Office 365 Management API. * Historical and current service status, and service messages for the corresponding Microsoft Office 365 Management API. * Data Loss Prevention on Microsoft Office 365 Management API. After the Splunk platform indexes the events, you can then directly analyze the data or use it as a contextual data feed to correlate with other data in the Splunk platform

This add-on contains a Python interpreter bundled with the following scientific and machine learning libraries: numpy, scipy, pandas, scikit-learn, and statsmodels. With this add-on, you can import these powerful libraries in your own custom search commands, custom rest endpoints, modular inputs, and so forth. This add-on is available for Linux (64-bit), Windows (64-bit) and Mac. Make sure you install the appropriate one for your Splunk deployment.

The Common Information Model is a set of field names and tags which are expected to define the least common denominator of a domain of interest. It is implemented as documentation on the Splunk docs website and JSON data model files in this add-on. Use the CIM add-on when modeling data or building apps to ensure compatibility between apps, or to just take advantage of these data models to pivot and report.

The Splunk ES Content Update (ESCU) app delivers pre-packaged Security Content. ESCU provides regular Security Content updates to help security practitioners address ongoing time-sensitive threats, attack methods, and other security issues. Security Content consists of tactics, techniques, and methodologies that help with detection, investigation, and response. Security Content enables security teams to directly operationalize detection searches, investigative searches, and other supporting details. ESCU can generate Notable/Risk Events in Splunk Enterprise Security. Security Content also contains easy-to-read background information and guidance, for key context on motivations and risks associated with attack techniques, as well as pragmatic advice on how to combat those techniques. The analytic stories and their searches are also available at - https://github.com/splunk/security_content.

See what the Splunk AI Assistant can do for you https://youtu.be/ynRBiepXVw4?si=eua38GwP0nwuvk3m

Splunk IT Service Intelligence (ITSI) is a monitoring and analytics solution powered by artificial intelligence for IT Operations (AIOps). It provides visibility into the health of critical IT and business services and their infrastructure. Use ITSI to solve a variety of IT challenges, including deriving service-level insights and analysis on events, metrics, and logs to find and fix the most important issues first. Use Splunk ITSI to perform the following tasks: - Aggregate data across your organization to reduce the complexity of tools and IT silos and visually map your key services. - Organize and correlate events cross-functionally and understand their service context for quicker investigations, root cause analysis, and reduced time to incident resolution. - Use machine learning to baseline normal behavior, be alerted of anomalous conditions, and dynamically adapt thresholds in real-time. - Improve your service operations, team productivity, and cross-functional collaboration.

*** Important: Read upgrade instructions and test your add-on update before deploying to production *** Version 2.0.0 of the Splunk Add-on for Salesforce introduces breaking changes. To avoid data loss or data duplication, follow the documented upgrade instructions in detail. If your are upgrading an earlier version of the Splunk Add-on for Salesforce, a best practice is to test your update in a non-production environment before deploying to production. The Splunk Add-on for Salesforce allows a Splunk software administrator to collect different types of data from Salesforce using REST APIs. The data includes: * Event log file data, https://developer.salesforce.com/docs/atlas.en-us.api_rest.meta/api_rest/using_resources_event_log_files.htm. * Output of Salesforce object queries (SOQL). This add-on provides the inputs and CIM-compatible knowledge to use with other Splunk apps, such as Splunk Enterprise Security, the Splunk App for PCI Compliance, and Splunk IT Service Intelligence.

The Splunk Add-on for ServiceNow allows a Splunk software administrator to collect data from ServiceNow and create incidents and events in ServiceNow. The add-on collects incident, event, change, user, user group, location, and CMDB CI information from ServiceNow via ServiceNow REST APIs. The add-on also provides workflow actions that allow users to link directly from events in the Splunk platform search results to relevant ServiceNow incidents, events, and Knowledge Base articles. The Splunk Add-on for ServiceNow allows Splunk software administrators to use custom commands, alert actions, and scripts to create new incidents and events in your ServiceNow instance, as well as update the incidents created from the Splunk platform. This add-on provides the inputs and CIM-compatible knowledge to use with other Splunk apps, such as Splunk Enterprise Security and the Splunk App for PCI Compliance.

The Splunk AI Toolkit delivers new SPL commands, custom visualizations, assistants, and examples to explore a variety of ML concepts. Each assistant includes end-to-end examples with datasets, plus the ability to apply the visualizations and SPL commands to your own data. You can inspect the assistant panels and underlying code to see how it all works. AI Toolkit Quick Reference Guide: https://docs.splunk.com/images/3/3f/Splunk-MLTK-QuickRefGuide-2019-web.pdf Generative AI: With release 5.6, AI Toolkit supports Generative AI, allowing customers to integrate Large Language Models (LLMs) and Time Series Foundational Models directly into their search pipelines. Agentic Capabilities: With release 6.0.0, AI Toolkit introduces Agent Launchpad, enabling customers to create AI agents directly within the app, connect their own MCP servers, Knowledge bases and build agentic workflows. Assistants: * Predict Numeric Fields (Linear Regression): e.g. predict median house values. * Predict Categorical Fields (Logistic Regression): e.g. predict customer churn. * Detect Numeric Outliers (distribution statistics): e.g. detect outliers in IT Ops data. * Detect Categorical Outliers (probabilistic measures): e.g. detect outliers in diabetes patient records. * Forecast Time Series: e.g. forecast data center growth and capacity planning. * Cluster Numeric Events: e.g. cluster business anomalies to reduce noise. Smart Assistants (new assistants with revamped UI and better ml pipeline/experiment management): * Smart Forecasting Assistant:: e.g. forecasting app logons with special days. * Smart Outlier Detection Assistant: e.g. find anomalies in supermarket purchases. * Smart Clustering Assistant: e.g. cluster houses by property descriptions. * Smart Prediction Assistant: e.g. predict vulnerabilities in firewall data.

This app connects to Office 365 national cloud deployments (US Government GCC High L4 and DoD L5) using the Microsoft Graph API to support investigative and generic actions related to email messages and calendar events

This app performs email ingestion, investigative and containment actions on an on-premise Exchange installation

This app integrates with Microsoft Defender for Endpoint to execute various containment, corrective, generic, and investigative actions

This app integrates with Microsoft Teams to support various generic and investigative actions

This app supports executing investigative actions to analyze files and URLs on Joe Sandbox

This app integrates with Ivanti ITSM to provide ingestion and several ticketing actions

This app integrates with Rapid7 InsightVM (formerly Nexpose) to ingest scan data and perform investigative actions

This app implements various network access control actions for ForeScout

This app performs firewall configuration and security policy management actions in FortiManager

This app supports email ingestion and various investigative actions over IMAP

This App facilitates making HTTP requests as actions

This App allows for querying endpoints connected to Cisco FireAMP while also providing investigative hunting capabilities

This app integrates with Cisco Webex to implement investigative and genric actions

The Splunk Add-on for AWS, from version 7.0.0 and above, includes a merge of all the capabilities of the Splunk Add-on for Amazon Security Lake. This allows you to configure the Splunk Add-on for AWS to ingest data across all AWS data sources, facilitating the integration of AWS data into your Splunk platform deployment. If you use both the Splunk Add-on for Amazon Security Lake as well as the Splunk Add-on for AWS on the same Splunk instance, then you must uninstall the Splunk Add-on for Amazon Security Lake before upgrading the Splunk Add-on for AWS to version 7.0.0 or later in order to avoid any data duplication and discrepancy issues. __________________________________________________________________________________________________________ Ingesting data from AWS to Splunk Cloud? Have you tried the new Splunk Data Manager yet? Data Manager makes AWS data ingestion simpler, more automated and centrally managed for you, while co-existing with AWS and/or Kinesis TAs. Read our blog post to learn more about Data Manager and it’s availability on your Splunk Cloud instance: https://splk.it/3e9F863 __________________________________________________________________________________________________________ The Splunk Add-on for Amazon Web Services allows a Splunk software administrator to collect: * Configuration snapshots, configuration changes, and historical configuration data from the AWS Config service. * Metadata for your AWS EC2 instances, reserved instances, and EBS snapshots. * Compliance details, compliance summary, and evaluation status of your AWS Config Rules. * Assessment Runs and Findings data from the Amazon Inspector service. * Management and change events from the AWS CloudTrail service. * VPC flow logs and other logs from the CloudWatch Logs service. * Performance and billing metrics from the AWS CloudWatch service. * Billing reports that you have configured in AWS. * S3, CloudFront, and ELB access logs. * Generic data from your S3 buckets. * Generic data from your Kinesis streams. * Generic data from SQS. * Security events from Amazon Security Lake This add-on provides modular inputs and CIM-compatible knowledge to use with other apps, such as the Splunk App for AWS, Splunk Enterprise Security and Splunk IT Service Intelligence. Versions 5.0.0 and later of the Splunk Add-on for AWS is compatible only with Splunk Enterprise version 8.0.0 and above.

*** Important: Read upgrade instructions and test add-on update before deploying to production *** The Splunk Add-on for Windows 5.0.0 introduced breaking changes. If you are upgrading from a version of the Splunk Add-on for Windows that is earlier than 5.0.0, you must follow the documented upgrade instructions to avoid data loss. A best practice is to test the upgraded version in a non-production environment before deploying to production. Neither the Splunk Add-on for Windows DNS version 1.0.1 nor the Splunk Add-on for Windows Active Directory version 1.0.0 is supported when installed alongside the Splunk Add-on for Windows version 6.0.0. The Splunk Add-on for Windows version 6.0.0 includes the Splunk Add-on for Windows DNS and the Splunk Add-on for Microsoft Active Directory. The Splunk for Microsoft Windows add-on includes predefined inputs to collect data from Windows systems and maps to normalize the data to the Common Information Model.

The Splunk Add-on for Google Cloud Platform allows a Splunk software administrator to collect google cloud platform events, logs, performance metrics and billing data using Google Cloud Platform API. After the Splunk platform indexes the events, you can analyze the data using the prebuilt panels included with the add-on. You can then directly analyze the data or use it as a contextual data feed to correlate with other Google Cloud-related data in the Splunk platform.

The Splunk Add-on for Microsoft Cloud Services allows a Splunk software administrator to pull activity logs, service status, operational messages, Azure audit, Azure resource data and Azure Storage Table and Blob data from a variety of Microsoft cloud services using Event Hubs, Azure Service Management APIs and Azure Storage API. This add-on provides the inputs and CIM-compatible knowledge to use with other Splunk apps, such as Splunk Enterprise Security and the Splunk App for PCI Compliance and Splunk IT Service Intelligence.

*** Important: Read upgrade Instructions and test add-on update before deploying to production *** There are changes to default indexes and .conf changes in version 6.0 of Splunk Add-on for Unix and Linux that can break an existing installation if upgrade instructions are not followed in detail. If an existing Splunk Add-on for Unix and Linux is being upgraded, please test in a non-production environment first. The Splunk Add-on for Unix and Linux works with the Splunk App for Unix and Linux to provide rapid insights and operational visibility into large-scale Unix and Linux environments. With its new pre-packaged alerting capability, flexible service-based hosts grouping, and easy management of many data sources, it arms administrators with a powerful ability to quickly identify performance and capacity bottlenecks and outliers in Unix and Linux environments.

The Common Information Model is a set of field names and tags which are expected to define the least common denominator of a domain of interest. It is implemented as documentation on the Splunk docs website and JSON data model files in this add-on. Use the CIM add-on when modeling data or building apps to ensure compatibility between apps, or to just take advantage of these data models to pivot and report.

The Splunk AI Toolkit delivers new SPL commands, custom visualizations, assistants, and examples to explore a variety of ML concepts. Each assistant includes end-to-end examples with datasets, plus the ability to apply the visualizations and SPL commands to your own data. You can inspect the assistant panels and underlying code to see how it all works. AI Toolkit Quick Reference Guide: https://docs.splunk.com/images/3/3f/Splunk-MLTK-QuickRefGuide-2019-web.pdf Generative AI: With release 5.6, AI Toolkit supports Generative AI, allowing customers to integrate Large Language Models (LLMs) and Time Series Foundational Models directly into their search pipelines. Agentic Capabilities: With release 6.0.0, AI Toolkit introduces Agent Launchpad, enabling customers to create AI agents directly within the app, connect their own MCP servers, Knowledge bases and build agentic workflows. Assistants: * Predict Numeric Fields (Linear Regression): e.g. predict median house values. * Predict Categorical Fields (Logistic Regression): e.g. predict customer churn. * Detect Numeric Outliers (distribution statistics): e.g. detect outliers in IT Ops data. * Detect Categorical Outliers (probabilistic measures): e.g. detect outliers in diabetes patient records. * Forecast Time Series: e.g. forecast data center growth and capacity planning. * Cluster Numeric Events: e.g. cluster business anomalies to reduce noise. Smart Assistants (new assistants with revamped UI and better ml pipeline/experiment management): * Smart Forecasting Assistant:: e.g. forecasting app logons with special days. * Smart Outlier Detection Assistant: e.g. find anomalies in supermarket purchases. * Smart Clustering Assistant: e.g. cluster houses by property descriptions. * Smart Prediction Assistant: e.g. predict vulnerabilities in firewall data.

The Splunk Event Generator (Eventgen) is a utility which allows its users to easily build real-time event generators. Eventgen allows an app developer to get events into Splunk to test their applications. It provides a somewhat ridiculous amount of configurability to allow users to simulate real data. To join the development community, please go to https://github.com/splunk/eventgen. For documentation, please go to the Eventgen Documentation(http://splunk.github.io/eventgen/).

The Splunk Add-on for Okta Identity Cloud: - Handles System Log event ingestion using Okta's REST API endpoints and simplifies data correlation. - Can periodically ingest Okta Universal Directory (UD) data, including users, groups, and apps. This data is not treated as time-series events. - Provides the inputs and CIM-compatible knowledge to use with other Splunk apps. The Splunk Add-on for Okta Identity Cloud provides complete data collection parity with the Okta Identity Cloud Add-on for Splunk, and corresponding features except the following two adaptive response actions: 1) Updating user's lifecycle/status, 2) Add or Remove a user from a group. In addition to this, Splunk built TA provides comprehensive CIM coverage, high reliability and multiple features and enhancements. Please see the Reference section of the documentation for more details. The Splunk Add-on for Okta Identity Cloud provides support of the below-mentioned sourcetypes: OktaIM2:log OktaIM2:user OktaIM2:group OktaIM2:app OktaIM2:groupUser OktaIM2:appUser

Ever want to edit a lookup within Splunk with a user interface? Now you can. This app provides an Excel-like interface for editing, importing, and exporting lookup files (KV store and CSV-based). This app also makes your lookups work in Search Head Clustered environments (edits to lookups will be propagated to other search heads). Revision history is maintained for lookups so that you can view or restore older lookups quickly in the interface. Check out the Documentation site: https://docs.splunk.com/Documentation/LookupEditor https://docs.splunk.com/Documentation/LookupEditor/4.0.4/User/Whatsnew

Warning: You can't upgrade DB Connect directly from versions earlier than 3.18.0 to versions 4.0.0 or later. Make sure to follow upgrade path guide. Splunk DB Connect is a generic SQL database extension for Splunk that enables easy integration of database information with Splunk queries and reports. Splunk DB Connect supports DB2/Linux, Informix, MemSQL, MySQL, AWS Aurora, Microsoft SQL Server, Oracle, PostgreSQL, AWS RedShift, SAP SQL Anywhere, Sybase ASE, Sybase IQ, Teradata, InfluxDB and MongoDB Atlas & Standalone. Use Splunk DB Connect's Inputs to import structured data for powerful indexing, analysis, and visualization. Use Outputs to export machine data insights to a legacy database to increase your organization's insight. Use Lookups to add meaningful information to your event data by referencing fields in an external database. Use query commands to build live dashboards mixing structured and unstructured data.

The Splunk Add-on for Microsoft Security collects incidents and alerts from Microsoft 365 Defender OR alerts from Microsoft Defender for Endpoint. Customers currently utilizing Microsoft 365 Defender Add-on for Splunk are strongly recommended to migrate to this new Splunk supported add-on after reading the migration section of the documentation. https://docs.splunk.com/Documentation/AddOns/released/MSSecurity/Migrate Customers migrating from Microsoft 365 Defender Add-on for Splunk who would like to continue using the dashboards it includes should install Microsoft 365 App for Splunk, as the functionality has been moved there. https://splunkbase.splunk.com/app/3786/ Microsoft 365 Defender Incidents * Incident (impossible travel, activity from Tor IP, suspicious inbox forwarding, successful logon using potentially stolen credentials, etc.) * Assignee * Classification * Severity * Status * Alerts associated with the Incident Microsoft Defender for Endpoint Alerts * Categories (Malware, Initial Access, Execution, etc.) * Detection source * Evidence * Computer name * Related user * Severity * Status

Get started with Splunk for Security with Splunk Security Essentials (SSE). Explore security use cases and discover security content to start address threats and challenges. Security Content Library Find security content for Splunk Cloud and Splunk's SIEM and SOAR offerings and deploy out-of-the-box security detections and analytic stories to enhance your investigations and improve your security posture. Cybersecurity Frameworks Identify gaps in your defenses and take control of your security posture with automatic mapping of data and security detections to MITRE ATT&CK® and Cyber Kill Chain® framework. Data and Content Introspection Gain visibility of the data coming into your environment to add context and telemetry to security events. Enrich your security detections with metadata and tags from the Security Content Library. Security Data Journey Get prescriptive security and data recommendations and establish a data strategy to develop a security maturity roadmap. We have changed the security content delivery endpoint for ESCU to comply with Splunk guidance. This means that if you have SSE version 3.7.1 or lower, the last supported ESCU version is ESCU 4.22.0. In order to get the latest ESCU version, you will need to upgrade SSE to version 3.8.0. Learn more: Download the Product Brief : https://www.splunk.com/pdfs/product-briefs/splunk-security-essentials.pdf Try out Splunk Security Essentials: https://www.splunk.com/en_us/form/splunk-security-essentials-online-demo.html Check out the Documentation site: https://docs.splunk.com/Documentation/SSE

This add-on contains a Python interpreter bundled with the following scientific and machine learning libraries: numpy, scipy, pandas, scikit-learn, and statsmodels. With this add-on, you can import these powerful libraries in your own custom search commands, custom rest endpoints, modular inputs, and so forth. This add-on is available for Linux (64-bit), Windows (64-bit) and Mac. Make sure you install the appropriate one for your Splunk deployment.

The Splunk Add-On for Sysmon enables customers to create and persist connection to Microsoft Sysmon so that the available detection, events, incident and audit data can be continually streamed to their Splunk Environment. This connection enables organisations to combine the power of the Splunk platform with the visibility and rich event data source of the Microsoft Sysmon utility running on Windows platforms. The Splunk Add-on for Sysmon collects data from Sysmon’s dedicated Windows Event log. Add-On map events for CIM data models: Endpoint, Network Resolution (DNS), Network Traffic, Change. The Splunk Add-on for Sysmon provides the inputs and CIM-compatible knowledge to use with other Splunk apps, such as Splunk Enterprise Security and the Splunk App for PCI Compliance.

The Splunk Add-on for Microsoft Office 365 allows a Splunk software administrator to pull service status, service messages, and management activity logs from the Office 365 Management API. You can collect: * Audit logs for Azure Active Directory, Sharepoint Online, and Exchange Online, supported by the Office 365 Management API. * Historical and current service status, and service messages for the corresponding Microsoft Office 365 Management API. * Data Loss Prevention on Microsoft Office 365 Management API. After the Splunk platform indexes the events, you can then directly analyze the data or use it as a contextual data feed to correlate with other data in the Splunk platform

This app supports investigative actions against a Microsoft Azure SQL Server

This app integrates with JIRA to perform several ticket management actions

This app integrates with the VirusTotal cloud to implement investigative and reputation actions using v3 APIs

This App exposes various Phantom APIs as actions

This app integrates with Splunk to update data on the device, in addition to investigate and ingestion actions

This app integrates with ServiceNow to perform investigative and generic actions

This app provides the ability to send email using SMTP

App specifically designed for interacting with Microsoft Active Directory's LDAP Implementation

This app performs email ingestion, investigative and containment actions on an on-premise Exchange installation

This app implements investigative actions that query the whois database

This app implements URL investigative capabilities utilizing PhishTank

Integrate with Slack to post messages and attachments to channels

This app supports executing various endpoint-based investigative and containment actions on an SSH endpoint

This app supports email ingestion and various investigative actions over IMAP

This app integrates with the Windows Remote Management service to execute various actions

Integrates with G Suite for various investigative and containment actions