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[[security-triage-alerts-with-elastic-ai-assistant]]
= Triage alerts

:description: Elastic AI Assistant can help you enhance and streamline your alert triage workflows.
:keywords: security, overview, get-started
// :description: Elastic AI Assistant can help you enhance and streamline your alert triage workflows.
// :keywords: security, overview, get-started

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[[security-ai-assistant-esql-queries]]
= Generate, customize, and learn about {esql} queries

:description: AI Assistant has specialized {esql} capabilities.
:keywords: security, overview, get-started
// :description: AI Assistant has specialized {esql} capabilities.
// :keywords: security, overview, get-started

Elastic AI Assistant can help you learn about and leverage the Elasticsearch Query Language ({esql}).

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4 changes: 2 additions & 2 deletions docs/serverless/AI-for-security/ai-assistant.asciidoc
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[[security-ai-assistant]]
= Elastic AI Assistant

:description: Elastic AI Assistant is a generative AI open-code chat assistant.
:keywords: security, overview, get-started
// :description: Elastic AI Assistant is a generative AI open-code chat assistant.
// :keywords: security, overview, get-started

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[[security-ai-for-security]]
= AI for security

:description: Learn about Elastic's native AI security tools.
:keywords: serverless, security, overview, LLM, artificial intelligence
// :description: Learn about Elastic's native AI security tools.
// :keywords: serverless, security, overview, LLM, artificial intelligence

You can use {elastic-sec}’s built-in AI tools to speed up your work and augment your team’s capabilities. The pages in this section describe <<security-ai-assistant>>, which answers questions and enhances your workflows throughout Elastic Security, and <<security-attack-discovery>>, which speeds up the triage process by finding patterns and identifying attacks spanning multiple alerts.
4 changes: 2 additions & 2 deletions docs/serverless/AI-for-security/ai-use-cases.asciidoc
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[[security-ai-use-cases]]
= Use cases

:description: Learn about use cases for AI in {elastic-sec}.
:keywords: security, overview, get-started
// :description: Learn about use cases for AI in {elastic-sec}.
// :keywords: security, overview, get-started

The guides in this section describe use cases for AI Assistant and Attack discovery. Refer to them for examples of each tool's individual capabilities, and of what they can do together.

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4 changes: 2 additions & 2 deletions docs/serverless/AI-for-security/attack-discovery.asciidoc
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[[security-attack-discovery]]
= Attack discovery

:description: Accelerate threat identification by triaging alerts with a large language model.
:keywords: serverless, security, overview, LLM, artificial intelligence
// :description: Accelerate threat identification by triaging alerts with a large language model.
// :keywords: serverless, security, overview, LLM, artificial intelligence

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[[security-connect-to-azure-openai]]
= Connect to Azure OpenAI

:description: Set up an Azure OpenAI LLM connector.
:keywords: security, overview, get-started
// :description: Set up an Azure OpenAI LLM connector.
// :keywords: security, overview, get-started

This page provides step-by-step instructions for setting up an Azure OpenAI connector for the first time. This connector type enables you to leverage large language models (LLMs) within {kib}. You'll first need to configure Azure, then configure the connector in {kib}.

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4 changes: 2 additions & 2 deletions docs/serverless/AI-for-security/connect-to-bedrock.asciidoc
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[[security-connect-to-bedrock]]
= Connect to Amazon Bedrock

:description: Set up an Amazon Bedrock LLM connector.
:keywords: security, overview, get-started
// :description: Set up an Amazon Bedrock LLM connector.
// :keywords: security, overview, get-started

This page provides step-by-step instructions for setting up an Amazon Bedrock connector for the first time. This connector type enables you to leverage large language models (LLMs) within {kib}. You'll first need to configure AWS, then configure the connector in {kib}.

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4 changes: 2 additions & 2 deletions docs/serverless/AI-for-security/connect-to-byo-llm.asciidoc
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[[security-connect-to-byo-llm]]
= Connect to your own local LLM

:description: Set up a connector to LM Studio so you can use a local model with AI Assistant.
:keywords: security, overview, get-started
// :description: Set up a connector to LM Studio so you can use a local model with AI Assistant.
// :keywords: security, overview, get-started

This page provides instructions for setting up a connector to a large language model (LLM) of your choice using LM Studio. This allows you to use your chosen model within {elastic-sec}. You'll first need to set up a reverse proxy to communicate with {elastic-sec}, then set up LM Studio on a server, and finally configure the connector in your {elastic-sec} project. https://www.elastic.co/blog/ai-assistant-locally-hosted-models[Learn more about the benefits of using a local LLM].

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4 changes: 2 additions & 2 deletions docs/serverless/AI-for-security/connect-to-openai.asciidoc
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[[security-connect-to-openai]]
= Connect to OpenAI

:description: Set up an OpenAI LLM connector.
:keywords: security, overview, get-started
// :description: Set up an OpenAI LLM connector.
// :keywords: security, overview, get-started

This page provides step-by-step instructions for setting up an OpenAI connector for the first time. This connector type enables you to leverage OpenAI's large language models (LLMs) within {kib}. You'll first need to create an OpenAI API key, then configure the connector in {kib}.

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4 changes: 2 additions & 2 deletions docs/serverless/AI-for-security/connect-to-vertex.asciidoc
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[[security-connect-to-google-vertex]]
= Connect to Google Vertex AI

:description: Set up a Google Vertex LLM connector.
:keywords: security, overview, get-started
// :description: Set up a Google Vertex LLM connector.
// :keywords: security, overview, get-started

This page provides step-by-step instructions for setting up a Google Vertex AI connector for the first time. This connector type enables you to leverage Vertex AI's large language models (LLMs) within {elastic-sec}. You'll first need to enable Vertex AI, then generate an API key, and finally configure the connector in your {elastic-sec} project.

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4 changes: 2 additions & 2 deletions docs/serverless/AI-for-security/llm-connector-guides.asciidoc
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[[security-llm-connector-guides]]
= LLM connector guides

:description: Set up LLM connectors to enable AI features in {elastic-sec}
:keywords: security, overview, get-started
// :description: Set up LLM connectors to enable AI features in {elastic-sec}
// :keywords: security, overview, get-started

This section contains instructions for setting up connectors for LLMs so you can use <<security-ai-assistant,Elastic AI Assistant>> and <<security-attack-discovery,Attack discovery>>.

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[[security-llm-performance-matrix]]
= Large language model performance matrix

:description: Learn how different models perform on different tasks in {elastic-sec}.
:keywords: security, overview, get-started
// :description: Learn how different models perform on different tasks in {elastic-sec}.
// :keywords: security, overview, get-started

This table describes the performance of various large language models (LLMs) for different use cases in {elastic-sec}, based on our internal testing. To learn more about these use cases, refer to <<security-attack-discovery,Attack discovery>> or <<security-ai-assistant,AI Assistant>>.

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[[security-ai-usecase-incident-reporting]]
= Identify, investigate, and document threats

:description: Use Attack discovery and AI Assistant to manage threats.
:keywords: security, overview, get-started
// :description: Use Attack discovery and AI Assistant to manage threats.
// :keywords: security, overview, get-started

Together, <<security-ai-assistant,Elastic AI Assistant>> and <<security-attack-discovery,Attack discovery>> can help you identify and mitigate threats, investigate incidents, and generate incident reports in various languages so you can monitor and protect your environment.

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[[security-advanced-behavioral-detections]]
= Advanced behavioral detections

:description: Learn about advanced behavioral detections and its capabilities.
:keywords: serverless, security, overview, analyze
// :description: Learn about advanced behavioral detections and its capabilities.
// :keywords: serverless, security, overview, analyze

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[[security-advanced-entity-analytics]]
= Advanced Entity Analytics

:description: Learn about Advanced Entity Analytics and its capabilities.
:keywords: serverless, security, overview, analyze
// :description: Learn about Advanced Entity Analytics and its capabilities.
// :keywords: serverless, security, overview, analyze

preview:[]

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[[security-analyze-risk-score-data]]
= View and analyze risk score data

:description: Monitor risk score changes of hosts and users in your environment.
:keywords: serverless, security, how-to, analyze
// :description: Monitor risk score changes of hosts and users in your environment.
// :keywords: serverless, security, how-to, analyze

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<titleabbrev>View risk score data</titleabbrev>
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[[security-asset-criticality]]
= Asset criticality

:description: Learn how to use asset criticality to improve your security operations.
:keywords: serverless, security, overview, analyze
// :description: Learn how to use asset criticality to improve your security operations.
// :keywords: serverless, security, overview, analyze

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[[security-behavioral-detection-use-cases]]
= Behavioral detection use cases

:description: Detect internal and external threats using behavioral detection integrations.
:keywords: serverless, security, overview, analyze
// :description: Detect internal and external threats using behavioral detection integrations.
// :keywords: serverless, security, overview, analyze

preview:[]

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[[security-entity-risk-scoring]]
= Entity risk scoring

:description: Learn about the risk scoring engine and its features.
:keywords: serverless, security, overview, analyze
// :description: Learn about the risk scoring engine and its features.
// :keywords: serverless, security, overview, analyze

preview:[]

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4 changes: 2 additions & 2 deletions docs/serverless/advanced-entity-analytics/ers-req.asciidoc
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[[security-ers-requirements]]
= Entity risk scoring requirements

:description: Requirements for using entity risk scoring and asset criticality.
:keywords: serverless, security, reference, manage
// :description: Requirements for using entity risk scoring and asset criticality.
// :keywords: serverless, security, reference, manage

To use entity risk scoring and asset criticality, you need the appropriate user roles. These features require the Security Analytics Complete <<elasticsearch-manage-project,project feature>>.

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[[security-machine-learning]]
= Detect anomalies

:description: Use the power of machine learning to detect outliers and suspicious events.
:keywords: serverless, security, overview, manage
// :description: Use the power of machine learning to detect outliers and suspicious events.
// :keywords: serverless, security, overview, manage

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[[security-ml-requirements]]
= {ml-cap} job and rule requirements

:description: Requirements for using {ml} jobs and rules.
:keywords: serverless, security, reference, manage
// :description: Requirements for using {ml} jobs and rules.
// :keywords: serverless, security, reference, manage

preview:[]

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[[security-prebuilt-ml-jobs]]
= Prebuilt ML job reference

:keywords: serverless, security, reference
// :keywords: serverless, security, reference

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[[security-tuning-anomaly-results]]
= Optimizing anomaly results

:description: Learn how to fine-tune and filter anomaly results.
:keywords: serverless, security, how-to
// :description: Learn how to fine-tune and filter anomaly results.
// :keywords: serverless, security, how-to

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[[security-turn-on-risk-engine]]
= Turn on the risk scoring engine

:description: Start generating host and user risk scores.
:keywords: serverless, security, how-to, manage
// :description: Start generating host and user risk scores.
// :keywords: serverless, security, how-to, manage

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<titleabbrev>Turn on risk scoring</titleabbrev>
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4 changes: 2 additions & 2 deletions docs/serverless/alerts/alert-schema.asciidoc
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[[security-alert-schema]]
= Alert schema

:description: The alert schema describes all the fields present in alert events.
:keywords: serverless, security, alerting, reference, manage
// :description: The alert schema describes all the fields present in alert events.
// :keywords: serverless, security, alerting, reference, manage

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4 changes: 2 additions & 2 deletions docs/serverless/alerts/alert-suppression.asciidoc
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[[security-alert-suppression]]
= Suppress detection alerts

:description: Reduce noise from rules that create repeated or duplicate alerts.
:keywords: serverless, security, how-to
// :description: Reduce noise from rules that create repeated or duplicate alerts.
// :keywords: serverless, security, how-to

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<titleabbrev>Suppress alerts</titleabbrev>
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4 changes: 2 additions & 2 deletions docs/serverless/alerts/alerts-ui-manage.asciidoc
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[[security-alerts-manage]]
= Manage detection alerts

:description: Filter alerts, view trends, and start investigating and analyzing detections on the Alerts page.
:keywords: serverless, security, alerting, how-to, manage
// :description: Filter alerts, view trends, and start investigating and analyzing detections on the Alerts page.
// :keywords: serverless, security, alerting, how-to, manage

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<titleabbrev>Alerts</titleabbrev>
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4 changes: 2 additions & 2 deletions docs/serverless/alerts/query-alert-indices.asciidoc
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[[security-query-alert-indices]]
= Query alert indices

:description: Index patterns for querying alert data.
:keywords: serverless, security, how-to
// :description: Index patterns for querying alert data.
// :keywords: serverless, security, how-to

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4 changes: 2 additions & 2 deletions docs/serverless/alerts/reduce-notifications-alerts.asciidoc
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[[security-reduce-notifications-alerts]]
= Reduce notifications and alerts

:description: A comparison of alert-reduction features.
:keywords: serverless, security, how-to
// :description: A comparison of alert-reduction features.
// :keywords: serverless, security, how-to

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4 changes: 2 additions & 2 deletions docs/serverless/alerts/signals-to-cases.asciidoc
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[[security-signals-to-cases]]
= Add detection alerts to cases

:description: Add alerts to new or existing cases in {elastic-sec}.
:keywords: serverless, security, how-to, analyze
// :description: Add alerts to new or existing cases in {elastic-sec}.
// :keywords: serverless, security, how-to, analyze

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<titleabbrev>Add alerts to cases</titleabbrev>
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4 changes: 2 additions & 2 deletions docs/serverless/alerts/view-alert-details.asciidoc
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[[security-view-alert-details]]
= View detection alert details

:description: Expand an alert to view detailed alert data.
:keywords: serverless, security, defend, reference, manage
// :description: Expand an alert to view detailed alert data.
// :keywords: serverless, security, defend, reference, manage

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<titleabbrev>View alert details</titleabbrev>
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4 changes: 2 additions & 2 deletions docs/serverless/alerts/visual-event-analyzer.asciidoc
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[[security-visual-event-analyzer]]
= Visual event analyzer

:description: Examine events and processes in a graphical timeline.
:keywords: serverless, security, how-to
// :description: Examine events and processes in a graphical timeline.
// :keywords: serverless, security, how-to

preview:[]

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4 changes: 2 additions & 2 deletions docs/serverless/alerts/visualize-alerts.asciidoc
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[[security-visualize-alerts]]
= Visualize detection alerts

:description: Display alert trends and distributions on the Alerts page.
:keywords: serverless, security, how-to
// :description: Display alert trends and distributions on the Alerts page.
// :keywords: serverless, security, how-to

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<titleabbrev>Visualize alerts</titleabbrev>
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2 changes: 1 addition & 1 deletion docs/serverless/assets/asset-management.asciidoc
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[[security-asset-management]]
= Asset management

:keywords: serverless, security, overview, manage
// :keywords: serverless, security, overview, manage

preview:[]

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