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16 changes: 8 additions & 8 deletions reference/data-analysis/machine-learning/ootb-ml-jobs-siem.md
Original file line number Diff line number Diff line change
Expand Up @@ -133,16 +133,16 @@ If there are additional requirements such as installing the Windows System Monit

The following Integrations use {{ml}} to analyze patterns of user and entity behavior, and help detect and alert when there is related suspicious activity in your environment.

* [Data Exfiltration Detection](integration-docs://reference/ded.md)
* [Domain Generation Algorithm Detection](integration-docs://reference/dga.md)
* [Lateral Movement Detection](integration-docs://reference/lmd.md)
* [Living off the Land Attack Detection](integration-docs://reference/problemchild.md)
* [Data Exfiltration Detection](integration-docs://reference/ded/index.md)
* [Domain Generation Algorithm Detection](integration-docs://reference/dga/index.md)
* [Lateral Movement Detection](integration-docs://reference/lmd/index.md)
* [Living off the Land Attack Detection](integration-docs://reference/problemchild/index.md)

**Domain Generation Algorithm (DGA) Detection**

{{ml-cap}} solution package to detect domain generation algorithm (DGA) activity in your network data. Refer to the [subscription page](https://www.elastic.co/subscriptions) to learn more about the required subscription.

To download, refer to the [documentation](integration-docs://reference/dga.md).
To download, refer to the [documentation](integration-docs://reference/dga/index.md).

| Name | Description |
| --- | --- |
Expand All @@ -154,7 +154,7 @@ The job configurations and datafeeds can be found [here](https://github.com/elas

{{ml-cap}} solution package to detect Living off the Land (LotL) attacks in your environment. Refer to the [subscription page](https://www.elastic.co/subscriptions) to learn more about the required subscription. (Also known as ProblemChild).

To download, refer to the [documentation](integration-docs://reference/problemchild.md).
To download, refer to the [documentation](integration-docs://reference/problemchild/index.md).

| Name | Description |
| --- | --- |
Expand All @@ -171,7 +171,7 @@ The job configurations and datafeeds can be found [here](https://github.com/elas

{{ml-cap}} package to detect data exfiltration in your network and file data. Refer to the [subscription page](https://www.elastic.co/subscriptions) to learn more about the required subscription.

To download, refer to the [documentation](integration-docs://reference/ded.md).
To download, refer to the [documentation](integration-docs://reference/ded/index.md).

| Name | Description |
| --- | --- |
Expand All @@ -189,7 +189,7 @@ The job configurations and datafeeds can be found [here](https://github.com/elas

{{ml-cap}} package to detect lateral movement based on file transfer activity and Windows RDP events. Refer to the [subscription page](https://www.elastic.co/subscriptions) to learn more about the required subscription.

To download, refer to the [documentation](integration-docs://reference/lmd.md).
To download, refer to the [documentation](integration-docs://reference/lmd/index.md).

| Name | Description |
| --- | --- |
Expand Down
16 changes: 8 additions & 8 deletions reference/security/prebuilt-anomaly-detection-jobs.md
Original file line number Diff line number Diff line change
Expand Up @@ -141,16 +141,16 @@ If there are additional requirements such as installing the Windows System Monit

The following Integrations use {{ml}} to analyze patterns of user and entity behavior, and help detect and alert when there is related suspicious activity in your environment.

* [Data Exfiltration Detection](integration-docs://reference/ded.md)
* [Domain Generation Algorithm Detection](integration-docs://reference/dga.md)
* [Lateral Movement Detection](integration-docs://reference/lmd.md)
* [Living off the Land Attack Detection](integration-docs://reference/problemchild.md)
* [Data Exfiltration Detection](integration-docs://reference/ded/index.md)
* [Domain Generation Algorithm Detection](integration-docs://reference/dga/index.md)
* [Lateral Movement Detection](integration-docs://reference/lmd/index.md)
* [Living off the Land Attack Detection](integration-docs://reference/problemchild/index.md)

**Domain Generation Algorithm (DGA) Detection**

{{ml-cap}} solution package to detect domain generation algorithm (DGA) activity in your network data. Refer to the [subscription page](https://www.elastic.co/subscriptions) to learn more about the required subscription.

To download, refer to the [documentation](integration-docs://reference/dga.md).
To download, refer to the [documentation](integration-docs://reference/dga/index.md).

| Name | Description |
| --- | --- |
Expand All @@ -162,7 +162,7 @@ The job configurations and datafeeds can be found [here](https://github.com/elas

{{ml-cap}} solution package to detect Living off the Land (LotL) attacks in your environment. Refer to the [subscription page](https://www.elastic.co/subscriptions) to learn more about the required subscription. (Also known as ProblemChild).

To download, refer to the [documentation](integration-docs://reference/problemchild.md).
To download, refer to the [documentation](integration-docs://reference/problemchild/index.md).

| Name | Description |
| --- | --- |
Expand All @@ -179,7 +179,7 @@ The job configurations and datafeeds can be found [here](https://github.com/elas

{{ml-cap}} package to detect data exfiltration in your network and file data. Refer to the [subscription page](https://www.elastic.co/subscriptions) to learn more about the required subscription.

To download, refer to the [documentation](integration-docs://reference/ded.md).
To download, refer to the [documentation](integration-docs://reference/ded/index.md).

| Name | Description |
| --- | --- |
Expand All @@ -197,7 +197,7 @@ The job configurations and datafeeds can be found [here](https://github.com/elas

{{ml-cap}} package to detect lateral movement based on file transfer activity and Windows RDP events. Refer to the [subscription page](https://www.elastic.co/subscriptions) to learn more about the required subscription.

To download, refer to the [documentation](integration-docs://reference/lmd.md).
To download, refer to the [documentation](integration-docs://reference/lmd/index.md).

| Name | Description |
| --- | --- |
Expand Down