Nb defense

Secure Jupyter Notebooks

NB Defense ushers in the new category of MLSecOps to build a safer AI-powered world, and is the only Jupyter Notebook scanning tool available. It’s free to use, and runs in your Jupyter Notebook environment.

An Industry-First Security Scanner for Jupyter Notebooks

Protect AI's NB Defense is the industry’s first security solution to address vulnerabilities in a core component used at the beginning of a machine learning experiment. NB Defense is a JupyterLab Extension as well as a CLI tool that enables you to apply a security-first approach throughout every step of your machine learning development.

Scan and Detect Vulnerabilities

Secrets

API keys, private keys, authentication tokens, and other security credentials

Dependencies

Dependency vulnerabilities and exposures in ML OSS frameworks, libraries, and packages

3P Licenses

Non-permissive licenses in ML OSS frameworks, libraries, and packages

PII

Sensitive data and personally identifiable information

Key Features

Contextual Guidance within JupyterLab

With the NB Defense JupyterLab Extension, you can leverage rich contextual help to identify problem areas within your Notebook. This feature streamlines the security review process by pinpointing areas of concern directly in-line within the notebook.
Advanced Repository Scanning

The NB Defense CLI is designed to facilitate scanning of an entire Git Repo or folders containing notebooks, enabling you to leverage NB Defense's entire security capabilities outside of Jupyter environment.
The CLI tool can be inserted into Continuous Integration (CI) systems as a pre-commit hook, ensuring a streamlined development process.
CVE Identification

Within the JupyterLab Extension, there is an innovative CVE scanner (first to market) which looks for code dependencies that are currently being imported by your Notebook and installed in your Python Kernel. This provides you with a lens on potential security risks that may be imported into your notebooks.
Customizable Scanning Options

The JupyterLab Extension and CLI can both be easily configured to scan for specific types of secrets, PII, and third-party licenses. This allows you to set the appropriate sensitivity of the scan and tailor the security review process to your specific needs.

NB Defense-Key features-Customizable Scanning_

Contextual Guidance within JupyterLab

With the NB Defense JupyterLab Extension, you can leverage rich contextual help to identify problem areas within your Notebook. This feature streamlines the security review process by pinpointing areas of concern directly in-line within the notebook.
Advanced Repository Scanning

The NB Defense CLI is designed to facilitate scanning of an entire Git Repo or folders containing notebooks, enabling you to leverage NB Defense's entire security capabilities outside of Jupyter environment.
The CLI tool can be inserted into Continuous Integration (CI) systems as a pre-commit hook, ensuring a streamlined development process.
CVE Identification

Within the JupyterLab Extension, there is an innovative CVE scanner (first to market) which looks for code dependencies that are currently being imported by your Notebook and installed in your Python Kernel. This provides you with a lens on potential security risks that may be imported into your notebooks.
Customizable Scanning Options

The JupyterLab Extension and CLI can both be easily configured to scan for specific types of secrets, PII, and third-party licenses. This allows you to set the appropriate sensitivity of the scan and tailor the security review process to your specific needs.