These tools and metrics are designed to help AI actors develop and use trustworthy AI systems and applications that respect human rights and are fair, transparent, explainable, robust, secure and safe.
NB Defense
Brought to you by Protect AI, NB Defense is a JupyterLab Extension as well as a CLI tool that encourages you to think about security throughout every step of your data science practice within Jupyter. It scans and detects items within your notebooks and can surface those insights immediately to you in Jupyter Lab, this let's you see exactly where the problem is and react to it before sharing any problematic code or content with your peers or the world.
Specifically it detects issues with:
- Secrets - API keys, private keys, authentication tokens, and other security credentials.
- PII - Sensitive data and personally identifiable information.
- CVEs - CVE vulnerabilities and exposures in ML OSS frameworks, libraries, and packages.
- Third Party Licenses - Non-permissive licenses in ML OSS frameworks, libraries, and packages.
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.
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.
About the tool
You can click on the links to see the associated tools
Developing organisation(s):
Tool type(s):
Objective(s):
Impacted stakeholders:
Country/Territory of origin:
Lifecycle stage(s):
Type of approach:
Maturity:
Usage rights:
License:
Target groups:
Target users:
Stakeholder group:
Required skills:
Tags:
- regulation compliance
- ai security
- ml security
Use Cases
Would you like to submit a use case for this tool?
If you have used this tool, we would love to know more about your experience.
Add use case
Partnership on AI
