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defender-endpoint/adv-tech-of-mdav.md

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manager: deniseb
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ms.service: defender-endpoint
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ms.topic: overview
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ms.date: 02/28/2024
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ms.date: 01/24/2025
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ms.subservice: ngp
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ms.localizationpriority: medium
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ms.custom: partner-contribution
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|**Heuristics engine** <br/> Heuristic rules identify file characteristics that have similarities with known malicious characteristics to catch new threats or modified versions of known threats.|**Detonation-based ML engine** <br/> Suspicious files are detonated in a sandbox. Deep learning classifiers analyze the observed behaviors to block attacks.|
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|**Emulation engine** <br/> The emulation engine dynamically unpacks malware and examines how they would behave at runtime. The dynamic emulation of the content and scanning both the behavior during emulation and the memory content at the end of emulation defeat malware packers and expose the behavior of polymorphic malware.|**Reputation ML engine** <br/> Domain-expert reputation sources and models from across Microsoft are queried to block threats that are linked to malicious or suspicious URLs, domains, emails, and files. Sources include Windows Defender SmartScreen for URL reputation models and Defender for Office 365 for email attachment expert knowledge, among other Microsoft services through the Microsoft Intelligent Security Graph.|
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|**Network engine** <br/> Network activities are inspected to identify and stop malicious activities from threats.|**Smart rules engine** <br/> Expert-written smart rules identify threats based on researcher expertise and collective knowledge of threats.|
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|**CommandLine scanning engine** <br/> This engine scans the commandlines of all processes before they execute. If the commandline for a process is found to be malicious it is blocked from execution.|**CommandLine ML engine** <br/> Multiple advanced ML models scan the suspicious commandlines in the cloud. If a commandline is found to be malicious, cloud sends a signal to the client to block the corresponding process from starting.|
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For more information, see [Microsoft 365 Defender demonstrates 100 percent protection coverage in the 2023 MITRE Engenuity ATT&CK&reg; Evaluations: Enterprise](https://www.microsoft.com/security/blog/2023/09/20/microsoft-365-defender-demonstrates-100-percent-protection-coverage-in-the-2023-mitre-engenuity-attck-evaluations-enterprise/).
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### Do your detection/protection require a human analyst?
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When you're pen-testing, you should demand where no human analysts are engaged on detect/protect, to see how the actual antivirus engine (prebreach) efficacy truly is, and a separate one where human analysts are engaged.You can add [Microsoft Defender Experts for XDR](/defender-xdr/dex-xdr-overview) a managed extended detection and response service to augment your SOC.
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When you're pen-testing, you should demand where no human analysts are engaged on detect/protect, to see how the actual antivirus engine (prebreach) efficacy truly is, and a separate one where human analysts are engaged. You can add [Microsoft Defender Experts for XDR](/defender-xdr/dex-xdr-overview) a managed extended detection and response service to augment your SOC.
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The ***continuous iterative enhancement*** each of these engines to be increasingly effective at catching the latest strains of malware and attack methods. These enhancements show up in consistent [top scores in industry tests](/defender-xdr/top-scoring-industry-tests), but more importantly, translate to [threats and malware outbreaks](https://www.microsoft.com/security/blog/2018/03/07/behavior-monitoring-combined-with-machine-learning-spoils-a-massive-dofoil-coin-mining-campaign/) stopped and [more customers protected](https://www.microsoft.com/security/blog/2018/03/22/why-windows-defender-antivirus-is-the-most-deployed-in-the-enterprise/).

defender-endpoint/linux-update-mde-linux.md

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ms.topic: conceptual
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ms.subservice: linux
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search.appverid: met150
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ms.date: 12/16/2024
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ms.date: 01/24/2025
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---
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# Schedule an update for Microsoft Defender for Endpoint on Linux
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To run an update on Microsoft Defender for Endpoint on Linux, see [Deploy updates for Microsoft Defender for Endpoint on Linux](linux-updates.md).
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Linux (and Unix) have a tool called **crontab** (similar to Task Scheduler) to be able to run scheduled tasks.
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Linux and Unix have a tool called **crontab** (similar to Task Scheduler) to be able to run scheduled tasks.
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## Pre-requisite
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## Prerequisite
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> [!NOTE]
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> To get a list of all the time zones, run the following command:
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```
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> [!NOTE]
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> Where 201118 == YYMMDD
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> In our example, `201118` == `YYMMDD`.
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> [!TIP]
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> Do this before you edit or remove.
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> ```
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> [!NOTE]
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> In the examples above, we are setting it to 00 minutes, 6 a.m.(hour in 24 hour format), any day of the month, any month, on Sundays.[$(date +\%d) -le 15] == Won't run unless it's equal or less than the 15th day (3rd week). Meaning it will run every 3rd Sundays(7) of the month at 6:00 a.m. Pacific (UTC -8).
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> In the previous examples, we specified `00` minutes, 6 a.m. (hour using the 24-hour format), any day of the month, any month, on Sundays.
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> `[$(date +\%d) -le 15]` doesn't run unless it's equal or less than the 15th day (third week).
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> This means the job runs at 6 a.m. every Sunday, but only if the day of the month is the 15th or earlier.
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Press "Esc"
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defender-endpoint/live-response-command-examples.md

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ms.date: 01/24/2025
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# Live response command examples
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> [!NOTE]
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> The following file types *cannot* be downloaded using this command from within Live Response:
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> The following file types *can't* be downloaded using this command from within Live Response:
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>
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> - [Reparse point files](/windows-hardware/drivers/ifs/reparse-points)
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> - [Sparse files](/windows-server/administration/windows-commands/fsutil-sparse)
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> - Empty files
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> - Virtual files, or files that are not fully present locally
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> - Virtual files, or files that aren't fully present locally
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> These file types *are* supported by [PowerShell](/powershell/scripting/overview).
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remediate list
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> [!NOTE]
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> Currently, `HKEY_USERS` reg hive isn't supported for `remediate`. This is a known issue, and we're looking into it.
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## `run`
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```console
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> For long running commands such as '**run**' or '**getfile**', you may want to use the '**&**' symbol at the end of the command to perform that action in the background.
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> This will allow you to continue investigating the machine and return to the background command when done using '**fg**' [basic command](live-response.md#basic-commands).
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> This allows you to continue investigating the machine and return to the background command when done using '**fg**' [basic command](live-response.md#basic-commands).
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> When passing parameters to a live response script, do not include the following forbidden characters: **';'**, **'&'**, **'|'**, **'!'**, and **'$'**.
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> When passing parameters to a live response script, don't include the following forbidden characters: **';'**, **'&'**, **'|'**, **'!'**, and **'$'**.
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## `scheduledtask`
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defender-endpoint/live-response.md

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- **Windows Server 2016** - with [KB5005292](https://support.microsoft.com/topic/microsoft-defender-for-endpoint-update-for-edr-sensor-f8f69773-f17f-420f-91f4-a8e5167284ac)
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> [!NOTE]
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> For Windows Server 2012R2 or 2016 you must have the [Unified Agent](update-agent-mma-windows.md#update-mma-on-your-devices) installed, and it is recommended to patch to latest sensor version with KB5005292.
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> For Windows Server 2012 R2 or Windows Server 2016, you must have the [Unified Agent](update-agent-mma-windows.md#update-mma-on-your-devices) installed, and it is recommended to patch to latest sensor version with KB5005292. Live response doesn't work as expected for offline down-level servers onboarded using the streamlined method, because of the static proxy. Consider using a system proxy instead.
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- Version 1903 or (with [KB4515384](https://support.microsoft.com/help/4515384/windows-10-update-kb4515384)) later

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