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nbdefense.ai

Jupyter Notebook security tool for vulnerability detection and remediation.

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Development Learning Machine Learning
More categories (8)
Jupyter Notebook Security Vulnerability Scanning Secrets Detection PII detection CVE Detection License Compliance MLSecOps Open-source security
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Verdict

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Jupyter Notebook security tool for vulnerability detection and remediation
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Jupyter Notebook security tool for vulnerability detection and remediation

Overview

NB Defense, brought to you by Protect AI, is a JupyterLab Extension and a CLI tool designed to enhance the security of Jupyter Notebooks. It encourages users to consider security at every stage of the machine learning development process. NB Defense is open source and provides features to detect vulnerabilities such as secrets, PII, CVEs, and third-party license issues within notebooks and repositories.

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Access & connections

Where you can use nbdefense.ai.

Platforms

CLI

Capabilities

What this tool accepts, produces, and is strongest at.

Highlights

  • Secrets Detection
  • PII Detection
  • CVE Detection
  • License Detection
  • Contextual Guidance within JupyterLab
  • Advanced Repository Scanning via CLI
  • Customizable Scanning Options

FAQ 5

What is NB Defense?
NB Defense, brought to you by Protect AI, is a JupyterLab Extension and a CLI tool designed to enhance the security of Jupyter Notebooks. It encourages users to consider security at every stage of the machine learning development process. NB Defense is open source and provides features to detect vulnerabilities such as secrets, PII, CVEs, and third-party license issues within notebooks and repositories.
How to use NB Defense?
NB Defense can be used as a JupyterLab Extension for real-time, in-notebook security guidance or as a CLI tool for scanning entire Git repositories. The CLI tool can be integrated into CI systems as a pre-commit hook. Customizable scanning options are available for both the extension and the CLI.
What types of vulnerabilities does NB Defense detect?
NB Defense detects secrets (API keys, private keys, etc.), PII (personally identifiable information), CVE vulnerabilities in ML OSS frameworks, libraries, and packages, and non-permissive licenses in ML OSS frameworks, libraries, and packages.
How can I use NB Defense in my CI/CD pipeline?
The NB Defense CLI tool can be inserted into Continuous Integration (CI) systems as a pre-commit hook, ensuring a streamlined development process.
How do I customize the 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.
nbdefense.ai
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