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Copy file name to clipboardExpand all lines: CloudAppSecurityDocs/investigate-anomaly-alerts.md
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You should use the following general guidelines when investigating any type of alert to gain a clearer understanding of the potential threat before applying the recommended action.
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- Review the user's [investigation priority score](tutorial-ueba.md#understand-the-investigation-priority-score) and compare with the rest of the organization. This will help you identify which users in your organization pose the greatest risk.
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- If you identify a **TP**, review all the user's activities to gain an understanding of the impact.
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- Review all user activity for other indicators of compromise and explore the source and scope of impact. For example, review the following user device information and compare with known device information:
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- Operating system and version
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1. Review the deletion activities and create a list of deleted files. If needed, recover the deleted files.
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1. Optionally, create a playbook using Power Automate to contact users and their managers to verify the activity.
Anomalous activities and activities that triggered alerts are given scores based on severity, user impact, and behavioral analysis of the user. The analysis is done based on other users in the tenants.
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Starting November 2024, **Investigate risky users** support for Microsoft Defender for Cloud Apps is retired. If this feature was used in your organization and is needed, we recommend using the Entra risk score feature. Please use the following resources for additional information:
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When there's a significant and anomalous increase in the investigation priority score of a certain user, the alert will be triggered.
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-[Investigate risk Microsoft Entra ID Protection - Microsoft Entra ID Protection | Microsoft Learn](/entra/id-protection/howto-identity-protection-investigate-risk)
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This alert enables detecting potential breaches that are characterized by activities that don't necessarily trigger specific alerts but accumulate to a suspicious behavior for the user.
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-[Microsoft Entra ID Protection risk-based access policies - Microsoft Entra ID Protection | Microsoft Learn](/entra/id-protection/concept-identity-protection-policies)
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**Learning period**
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Establishing a new user's activity pattern requires an initial learning period of seven days, during which alerts aren't triggered for any score increase.
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**TP**, **B-TP**, or **FP**?
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1.**TP**: If you're able to confirm that the activities of the user aren't legitimate.
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**Recommended action**: Suspend the user, mark the user as compromised, and reset their password.
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1.**B-TP**: If you're able to confirm that user indeed significantly deviated from usual behavior, but there's no potential breach.
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1.**FP** (Unusual behavior): If you're able to confirm that the user legitimately performed the unusual activities, or more activities than the established baseline.
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**Recommended action**: Dismiss the alert.
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**Understand the scope of the breach**
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1. Review all user activity and alerts for additional indicators of compromise.
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#### Deprecation timeline
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We're gradually retiring the **Investigation priority score increase** alert from Microsoft Defender for Cloud Apps by August 2024.
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After careful analysis and consideration, we decided to deprecate it due to the high rate of false positives associated with this alert, which we found wasn't contributing effectively to the overall security of your organization.
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Our research indicated that this feature wasn't adding significant value and wasn't aligned with our strategic focus on delivering high-quality, reliable security solutions.
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We're committed to continuously improving our services and ensuring that they meet your needs and expectations.
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For those who wish to continue using this alert, we suggest using the following advanced hunting query instead as a suggested template. Modify the query based on your needs.
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```kql
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let time_back = 1d;
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let last_seen_threshold = 30;
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// the number of days which the resource is considered to be in use by the user lately, and therefore not indicates anomaly resource usage
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// anomaly score based on LastSeenForUser column in CloudAppEvents table
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Select the investigation priority score for an alert or an activity to view the evidence that explains how Defender for Cloud Apps scored the activity.
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> [!NOTE]
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> We're gradually retiring the [**Investigation priority score increase**](investigate-anomaly-alerts.md#investigation-priority-score-increase-preview) alert from Microsoft Defender for Cloud Apps by August 2024. The investigation priority score and the procedure described in this article are not affected by this change.
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> For more information, see [Investigation priority score increase deprecation timeline](investigate-anomaly-alerts.md#deprecation-timeline).
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## Phase 1: Connect to the apps you want to protect<aname="connect-apps-protect"></a>
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Connect at least one app to Microsoft Defender for Cloud Apps using the [API connectors](enable-instant-visibility-protection-and-governance-actions-for-your-apps.md). We recommend that you start by connecting [Microsoft 365](./connect-office-365.md).
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This article lists recent features added into Microsoft's unified SecOps platform within the Microsoft Defender portal, and new features in related services that provide an enhanced user experience in the platform.
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## January 2024
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[SOC optimization updates for unified coverage management](#soc-optimization-updates-for-unified-coverage-management)
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### SOC optimization updates for unified coverage management
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In workspaces enabled for unified security operations, SOC optimziations now support both SIEM and XDR data, with detection coverage from across Microsoft Defender services.
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In the Defender portal, the **SOC optimizations** and **MITRE ATT&CK** pages also now provide extra functionality for threat-based coverage optimiations to help you understand the impact of the recommendations on your environment and help you prioritize which to implement first.
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Enhancements on the SOC optimizations **Overview** page include:
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- A **High**, **Medium**, or **Low** score for your current detection coverage. This sort of scoring can help you decide which recommendations to prioritize at a glance.
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- An indication of the number of active Microsoft Defender products (services) out of all available products. This helps you understand whether there's a whole product that you're missing in your environment.
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Optimizations on an optimization details side pane, shown when you drill down to a specific optimization, include:
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- Detailed coverage analysis, including the number of user-defined detections, response actions, and products you have active
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- Detailed spider charts that show your coverage across different threat categories, for both user-defined and out-of-the-box detections.
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- An option to jump to the specific threat scenario in the **MITRE ATT&CK** page instead of viewing MITRE ATT&CK coverage only in the side pane.
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- An option to **View full threat scenario** to drill down to even further details about the security products and detections available to provide security coverage in your environment.
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Enhancements for **MITRE ATT&CK** functionality include:
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- A new toggle to view coverage by threat scenario. If you've jumped to the **MITRE ATT&CK** page from either a recommendation details side pane or from the **View full threat scenario** page, the **MITRE ATT&CK** page is pre-filtered for your threat scenario.
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- The technique details pane, shown on the side when you select a specific MITRE ATT&CK technique, now shows the number of active detections out of all available detections for that technique.
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For more information, see [Optimize your security operations](/azure/sentinel/soc-optimization/soc-optimization-access?toc=%2Funified-secops-platform%2Ftoc.json&bc=%2Funified-secops-platform%2Fbreadcrumb%2Ftoc.json&tabs=defender-portal) and [Understand security coverage by the MITRE ATT&CK framework](/azure/sentinel/mitre-coverage).
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## December 2024
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-[New SOC optimization recommendations based on similar organizations (Preview)](#new-soc-optimization-recommendations-based-on-similar-organizations-preview)
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