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docs/advanced-entity-analytics/behavioral-detection-use-cases.asciidoc

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[[behavioral-detection-use-cases]]
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= Behavioral detection use cases
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Behavioral detection identifies potential internal and external threats based on user and host activity. It uses a threat-centric approach to flag suspicious activity by analyzing patterns, anomalies, and context enrichment.
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Behavioral detection identifies potential internal and external threats based on user and host activity. It uses a threat-centric approach to flag suspicious activity by analyzing patterns, anomalies, and context enrichment.
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The behavioral detection feature is built on {elastic-sec}'s foundational SIEM detection capabilities, leveraging {ml} algorithms to enable proactive threat detection and hunting.
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[float]
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[[ml-integrations]]
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=== Elastic {integrations} for behavioral detection use cases
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docs/advanced-entity-analytics/machine-learning.asciidoc

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the `Entity` itself, or any of the associated `Influencers`.
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[[manage-jobs]]
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== Manage {ml} jobs
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If you have the `machine_learning_admin` role, you can use the *ML job settings* interface on the *Alerts*, *Rules*, and *Rule Exceptions* pages to view, start, and stop {elastic-sec} {ml} jobs.
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[role="screenshot"]
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image::images/ml-ui.png[ML job settings UI on the Alerts page]
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[[manage-ml-rules]]
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=== Manage {ml} detection rules
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image::images/rules-ts-ml-job-stopped.png[Rule details page with ML job stopped]
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[[included-jobs]]
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=== Prebuilt jobs
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analyze incoming data. When jobs are stopped and restarted within the two-week
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time frame, previously analyzed data is not processed again.
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[[view-anomalies]]
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== View detected anomalies
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To view the `Anomalies` table widget and `Max Anomaly Score By Job` details,

docs/advanced-entity-analytics/tune-anomaly-results.asciidoc

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[[tuning-anomaly-results]]
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= Optimizing anomaly results
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To gain clearer insights into real threats, you can tune the anomaly results. The following procedures help to reduce the number of false positives:
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To gain clearer insights into real threats, you can tune the anomaly results. The following procedures help to reduce the number of false positives:
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* <<rarely-used-processes, Tune results for rare applications and processes>>
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* <<define-rule-threshold>>
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[[rarely-used-processes]]
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== Filter out anomalies from rarely used applications and processes
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. <<add-job-filter>>
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. <<clone-job, Clone and rerun the job>> (optional)
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[[create-fiter-list]]
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=== Create a filter list
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The new filter appears in the Filter List and can be added to relevant jobs.
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[[add-job-filter]]
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=== Add the filter to the relevant job
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NOTE: Changes to rules only affect new results. All anomalies found by the job
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before the filter was added are still displayed.
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[[clone-job]]
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=== Clone and rerun the job
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After a while, results will start to appear on the *Anomaly Explorer* page.
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[[define-rule-threshold]]
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== Define an anomaly threshold for a job
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Certain jobs use a high-count function to look for unusual spikes in
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Certain jobs use a high-count function to look for unusual spikes in
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process events. For some processes, a burst of activity is a normal, such as
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automation and housekeeping jobs running on server fleets. However, sometimes a
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high-delta event count is unlikely to be the result of routine behavior. In
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these cases, you can define a minimum threshold for when a high-event count is
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considered an anomaly.
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Depending on your anomaly detection results, you may want to set a
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Depending on your anomaly detection results, you may want to set a
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minimum event count threshold for the `packetbeat_dns_tunneling` job:
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. Go to *Machine Learning* -> *Anomaly Detection* -> *Anomaly Explorer*.
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. Navigate to the job results for the `packetbeat_dns_tunneling` job. If the
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job results are not listed, click *Edit job selection* and select
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. Navigate to the job results for the `packetbeat_dns_tunneling` job. If the
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job results are not listed, click *Edit job selection* and select
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`packetbeat_dns_tunneling`.
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. In the *actions* column, click the gear icon and then select
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_Configure rules_.
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image::ml-rule-threshold.png[]
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. Select _Add numeric conditions for when the rule applies_ and the following
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. Select _Add numeric conditions for when the rule applies_ and the following
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`when` statement:
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_WHEN actual IS GREATER THAN <X>_

docs/cases/cases-manage-settings.asciidoc

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[[cases-manage-settings]]
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== Configure case settings
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:frontmatter-description: Change the default behavior of cases by adding connectors, custom fields, templates, and closure options.
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:frontmatter-tags-products: [security]
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:frontmatter-tags-content-type: [how-to]
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:frontmatter-tags-products: [security]
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:frontmatter-tags-content-type: [how-to]
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:frontmatter-tags-user-goals: [analyze]
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To change case closure options and add custom fields, templates, and connectors for external incident management systems, go to *Cases* -> *Settings*.
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[[close-sent-cases]]
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=== Case closures
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If you close cases in your external incident management system, the cases will remain open in {elastic-sec} until you close them manually.
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To close cases when they are sent to an external system, select *Automatically close cases when pushing new incident to external system*.
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=== External incident management systems
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To change the default connector used to send cases to external systems, select the required connector from the incident management system list.
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[[mapped-case-fields]]
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==== Mapped case fields
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=== Custom fields
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=== Templates
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docs/cases/cases-manage.asciidoc

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= Open and manage cases
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:frontmatter-description: Create a case in {elastic-sec}, configure email notifications, and add files and visualizations.
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You can create and manage cases using the UI or the <<cases-api-overview>>.
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image::images/cases-ui-open.png[Shows an open case]
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// NOTE: This is an autogenerated screenshot. Do not edit it directly.
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* Examine <<cases-examine-alerts,alerts>> and <<review-indicator-in-case,indicators>> attached to the case
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* Modify the case's description, assignees, category, severity, status, and tags.
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image::images/cases-summary.png[Shows you a summary of the case]
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=== Manage case comments
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image::images/cases-copy-case-id.png[Copy Case ID option in More actions menu 40%,40%]
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docs/cloud-native-security/session-view.asciidoc

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