Stay organized with collections Save and categorize content based on your preferences.
Preview
This feature is subject to the "Pre-GA Offerings Terms" in the General Service Terms section of the Service Specific Terms. Pre-GA features are available "as is" and might have limited support. For more information, see the launch stage descriptions.
Note: This feature is available with either the Enterprise or Premium tier of Security Command Center.
You can enable and use Notebook Security Scanner to detect vulnerabilities in Python packages that are used in Colab Enterprise notebooks (files with the ipynb
filename extension) and resolve those package vulnerability findings.
After you enable Notebook Security Scanner, it scans Colab Enterprise notebooks once in every 24 hours and publishes the package vulnerability findings to the Security Command Center Findings page.
You can use Notebook Security Scanner for Colab Enterprise notebooks that are created in the following regions: us-central1
, us-east4
, us-west1
, and europe-west4
.
You can enable Notebook Security Scanner at the organization level or project level.
The way you enable Notebook Security Scanner depends on whether Security Command Center needs to be activated for your organization or project, or on the Security Command Center tier that is activated for your organization or project. Depending on your use case, follow the instructions in the appropriate section:
New activation Premium tierIf your organization doesn't have Security Command Center, then activate Security Command Center Premium tier for your organization or project, and enable Notebook Security Scanner.
In the Google Cloud console, go to the Security Command Center page.
If your organization doesn't have Security Command Center, then activate Security Command Center Enterprise tier for your organization, and enable Notebook Security Scanner.
Existing Premium or Enterprise tierIf the Security Command Center Premium or Enterprise tier is activated for your organization or project, then enable Notebook Security Scanner.
In the Google Cloud console, go to the Security Command Center page.
After you enable Notebook Security Scanner, Notebook Security Scanner scans the Colab Enterprise notebooks (files with the ipynb
filename extension) in your project or organization every 24 hours to detect vulnerabilities in Python packages and publishes these findings to the Security Command Center Findings page. For a newly created Colab Enterprise notebook, the package vulnerability findings might take a maximum of four hours to appear in the Security Command Center Findings page.
To review package vulnerability findings in Security Command Center, follow these steps:
In the Google Cloud console, go to the Security Command Center Findings page.
In the resource selector, select your organization or project.
In the Quick filters section, go to the Source display name subsection, and then select Notebook Security Scanner.
The Findings query results panel shows only the package vulnerability findings of Notebook Security Scanner.
To view details of a specific finding, click the finding name in the Category column. The finding details panel expands to display a summary of the finding details.
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) and publishes any vulnerabilities.To resolve a package vulnerability finding, follow the steps mentioned in the Next steps section of the finding.
In some cases, a fix for a package vulnerability might not be available. In such cases, we recommend that you use alternative Python packages.
Except as otherwise noted, the content of this page is licensed under the Creative Commons Attribution 4.0 License, and code samples are licensed under the Apache 2.0 License. For details, see the Google Developers Site Policies. Java is a registered trademark of Oracle and/or its affiliates.
Last updated 2025-08-12 UTC.
[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Hard to understand","hardToUnderstand","thumb-down"],["Incorrect information or sample code","incorrectInformationOrSampleCode","thumb-down"],["Missing the information/samples I need","missingTheInformationSamplesINeed","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2025-08-12 UTC."],[],[]]
RetroSearch is an open source project built by @garambo | Open a GitHub Issue
Search and Browse the WWW like it's 1997 | Search results from DuckDuckGo
HTML:
3.2
| Encoding:
UTF-8
| Version:
0.7.4