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Puedes habilitar y usar Notebook Security Scanner para detectar vulnerabilidades en los paquetes de Python que se usan en los cuadernos de Colab Enterprise (archivos con la extensión de nombre de archivo ipynb) y resolver esas vulnerabilidades.
Después de habilitar Notebook Security Scanner, analiza los cuadernos de Colab Enterprise una vez cada 24 horas y publica los resultados de las vulnerabilidades de los paquetes en la página Resultados de Security Command Center.
Puedes usar el análisis de seguridad de cuadernos en los cuadernos de Colab Enterprise que se creen en las siguientes regiones: us-central1, us-east4, us-west1 y europe-west4.
Habilitar Notebook Security Scanner
Puedes habilitar Notebook Security Scanner a nivel de organización o de proyecto.
La forma de habilitar Notebook Security Scanner depende de si es necesario activar Security Command Center en tu organización o proyecto, o del nivel de Security Command Center que esté activado en tu organización o proyecto.
En función de tu caso práctico, sigue las instrucciones de la sección correspondiente:
Revisar y resolver las vulnerabilidades detectadas en los paquetes
Una vez que hayas habilitado Notebook Security Scanner, esta herramienta analizará los cuadernos 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 publicará estos resultados en la página Resultados de Security Command Center. En el caso de los cuadernos de Colab Enterprise recién creados, los resultados de vulnerabilidades de paquetes pueden tardar un máximo de cuatro horas en aparecer en la página Resultados de Security Command Center.
Para revisar los resultados de vulnerabilidades de paquetes en Security Command Center, siga estos pasos:
En la Google Cloud consola, 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 selecciona Escáner de seguridad de portátiles.
El panel Resultados de la consulta de vulnerabilidades solo muestra las vulnerabilidades de paquetes detectadas por Notebook Security Scanner.
Para ver los detalles de un resultado específico, haga clic en su nombre en la columna Categoría. El panel de detalles del hallazgo se amplía para mostrar un resumen de los detalles del hallazgo.
Para resolver una vulnerabilidad de un paquete, sigue los pasos que se indican en la sección Pasos siguientes del resultado.
En algunos casos, es posible que no haya una solución para una vulnerabilidad de un paquete.
En estos casos, te recomendamos que uses paquetes de Python alternativos.
[[["Es fácil de entender","easyToUnderstand","thumb-up"],["Me ofreció una solución al problema","solvedMyProblem","thumb-up"],["Otro","otherUp","thumb-up"]],[["Es difícil de entender","hardToUnderstand","thumb-down"],["La información o el código de muestra no son correctos","incorrectInformationOrSampleCode","thumb-down"],["Me faltan las muestras o la información que necesito","missingTheInformationSamplesINeed","thumb-down"],["Problema de traducción","translationIssue","thumb-down"],["Otro","otherDown","thumb-down"]],["Última actualización: 2025-09-10 (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)."]]
