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Puedes habilitar y usar Notebook Security Scanner para detectar vulnerabilidades en los paquetes de Python que se usan en los notebooks de Colab Enterprise (archivos con la extensión de nombre de archivo ipynb) y resolver los resultados de vulnerabilidades de esos paquetes.
Después de habilitar Notebook Security Scanner, se analizan los notebooks de Colab Enterprise una vez cada 24 horas y se publican los resultados de vulnerabilidades de paquetes en la página Resultados de Security Command Center.
Puedes usar Notebook Security Scanner para los notebooks de Colab Enterprise que se crean en las siguientes regiones: us-central1, us-east4, us-west1 y europe-west4.
Habilita Notebook Security Scanner
Puedes habilitar Notebook Security Scanner a nivel de la organización o del proyecto.
La forma en que habilitas Notebook Security Scanner depende de si se debe activar Security Command Center para tu organización o proyecto, o del nivel de Security Command Center que se activó para tu organización o proyecto.
Según tu caso de uso, sigue las instrucciones de la sección correspondiente:
Revisa y resuelve los hallazgos de vulnerabilidades de paquetes
Después de habilitar el Scanner de seguridad de notebooks, este analiza los notebooks de Colab Enterprise (archivos con la extensión de nombre de archivo ipynb) de tu proyecto u organización cada 24 horas para detectar vulnerabilidades en los paquetes de Python y publica estos resultados en la página Resultados de Security Command Center. En el caso de un notebook de Colab Enterprise recién creado, es posible que los resultados de vulnerabilidades de paquetes tarden hasta cuatro horas en aparecer en la página Resultados de Security Command Center.
Para revisar los resultados de vulnerabilidades de paquetes en Security Command Center, sigue estos pasos:
En la consola de Google Cloud , ve a la página Resultados de Security Command Center.
En el selector de recursos, selecciona tu organización o proyecto.
En la sección Filtros rápidos, ve a la subsección Nombre visible de la fuente y, luego, selecciona Notebook Security Scanner.
En el panel Resultados de la búsqueda, solo se muestran los hallazgos de vulnerabilidades de paquetes de Notebook Security Scanner.
Para ver los detalles de un resultado específico, haz clic en el nombre del resultado en la columna Categoría. El panel de detalles de resultados se expande para mostrar un resumen de los detalles del resultado.
Para resolver un problema de vulnerabilidad del paquete, sigue los pasos que se mencionan en la sección Próximos pasos del hallazgo.
En algunos casos, es posible que no haya una corrección disponible para una vulnerabilidad del paquete.
En esos casos, te recomendamos que uses paquetes de Python alternativos.
[[["Fácil de comprender","easyToUnderstand","thumb-up"],["Resolvió mi problema","solvedMyProblem","thumb-up"],["Otro","otherUp","thumb-up"]],[["Difícil de entender","hardToUnderstand","thumb-down"],["Información o código de muestra incorrectos","incorrectInformationOrSampleCode","thumb-down"],["Faltan la información o los ejemplos que necesito","missingTheInformationSamplesINeed","thumb-down"],["Problema de traducción","translationIssue","thumb-down"],["Otro","otherDown","thumb-down"]],["Última actualización: 2025-09-05 (UTC)"],[],[],null,["| **Preview**\n|\n|\n| This feature is subject to the \"Pre-GA Offerings Terms\" in the General Service Terms section\n| of the [Service Specific Terms](/terms/service-terms#1).\n|\n| Pre-GA features are available \"as is\" and might have limited support.\n|\n| For more information, see the\n| [launch stage descriptions](/products#product-launch-stages).\n|\n| **Note:** This feature is available with either the\n| [Enterprise or Premium tier](/security-command-center/docs/service-tiers) of Security Command Center.\n\nYou can enable and use Notebook Security Scanner\nto detect vulnerabilities in Python packages that are used in\nColab Enterprise notebooks (files with the `ipynb` filename extension)\nand resolve those package vulnerability findings.\n\nAfter you enable Notebook Security Scanner, it scans Colab Enterprise\nnotebooks once in every 24 hours and publishes the package vulnerability findings\nto the Security Command Center **Findings** page.\n\nYou can use Notebook Security Scanner for Colab Enterprise notebooks\nthat are created in the following regions: `us-central1`, `us-east4`, `us-west1`,\nand `europe-west4`.\n\nEnable Notebook Security Scanner\n\nYou can enable Notebook Security Scanner at the organization level\nor project level.\n\nThe way you enable Notebook Security Scanner depends on whether\nSecurity Command Center needs to be activated for your organization or project, or on\nthe Security Command Center tier that is activated for your organization or project.\nDepending on your use case, follow the instructions in the appropriate section: \n\nNew activation Premium tier\n\nIf your organization doesn't have Security Command Center,\nthen activate Security Command Center Premium tier for your organization or project,\nand enable Notebook Security Scanner.\n\n1. In the Google Cloud console, go to the Security Command Center page.\n\n [Go to Security Command Center](https://console.cloud.google.com/security/command-center/config/services)\n2. In the resource selector, select your organization or project.\n3. Click **Get Security Command Center**.\n4. Select the **Premium** tier, and click **Next**.\n5. For **Notebook Security Scanner** , select **Enable** from the list, and click **Next**.\n6. Select **Grant roles automatically** , and then click **Grant roles**.\n7. After the service account is provisioned, click **Next**.\n8. To complete the activation process, click **Finish**.\n\nNew activation Enterprise tier\n\nIf your organization doesn't have Security Command Center,\nthen [activate Security Command Center Enterprise tier](/security-command-center/docs/activate-enterprise-tier#activate-the-security-command-center-enterprise-tier) for your organization,\nand enable Notebook Security Scanner.\n\nExisting Premium or Enterprise tier\n\nIf the Security Command Center Premium or Enterprise tier is activated for your\norganization or project, then enable Notebook Security Scanner.\n\n1. In the Google Cloud console, go to the Security Command Center page.\n\n [Go to Security Command Center](https://console.cloud.google.com/security/command-center/config/services)\n2. Click **settingsSettings**.\n3. In the **Notebook Security Scanner** card, click **Manage settings**.\n4. For your project, select **Enable** from the **Notebook Security Scanner** column.\n\nReview and resolve package vulnerability findings\n\nAfter you enable Notebook Security Scanner, Notebook Security Scanner\nscans the Colab Enterprise notebooks (files with the `ipynb` filename extension)\nin your project or organization every 24 hours to detect vulnerabilities in\nPython packages and publishes these findings to the Security Command Center\n**Findings** page. For a newly created Colab Enterprise\nnotebook, the package vulnerability findings might take a maximum of four hours\nto appear in the Security Command Center **Findings** page.\n\nTo review package vulnerability findings in Security Command Center, follow these\nsteps:\n\n1. In the Google Cloud console, go to the Security Command Center **Findings** page.\n\n [Go to Findings](https://console.cloud.google.com/security/command-center/findingsv2)\n2. In the resource selector, select your organization or project.\n\n3. In the **Quick filters** section, go to the **Source display name** subsection,\n and then select **Notebook Security Scanner**.\n\n The **Findings query results** panel shows only the\n package vulnerability findings of Notebook Security Scanner.\n4. To view details of a specific finding, click the finding name in the\n **Category** column. The finding details panel expands to display a summary\n of the finding details.\n\n | **Note:** There might be some vulnerabilities published with packages and versions which might not be present in the notebook. This is because, for the Python packages that are being installed without versions in unexecuted code cells, Notebook Security Scanner assumes the latest package version according to the [Python Package Index (PyPI)](https://pypi.org/) and publishes any vulnerabilities.\n5. To resolve a package vulnerability finding, follow the steps mentioned in the\n **Next steps** section of the finding.\n\n In some cases, a fix for a package vulnerability might not be available.\n In such cases, we recommend that you use alternative Python packages.\n\nWhat's next\n\n- [View package vulnerability findings](/security-command-center/docs/view-python-package-vulnerabilities)."]]
