google / osv-scanner
Summary
OSV-Scanner is an open-source command-line interface (CLI) tool developed by Google that identifies vulnerabilities in project dependencies. It acts as an official frontend to the OSV.dev database and OSV-Scalibr library, supporting a broad array of programming languages, package managers, and operating systems. The scanner can analyze source directories, container images, and even perform offline scans against a local vulnerability database. Key features include guided remediation for package version upgrades, call analysis to reduce false positives by checking if vulnerable functions are actually used, and license scanning. The underlying OSV.dev database is comprehensive, drawing advisories from open, authoritative sources like GitHub Security Advisories and RustSec, ensuring high-quality, machine-readable vulnerability data.
Key takeaway
For MLOps Engineers or CTOs managing software supply chain security, OSV-Scanner offers a robust, open-source solution for dependency vulnerability detection. Its support for diverse ecosystems, container scanning, and guided remediation can significantly streamline vulnerability management workflows. You should integrate OSV-Scanner into your CI/CD pipelines to automate security checks and leverage its call analysis feature to prioritize truly exploitable vulnerabilities, reducing alert fatigue and focusing remediation efforts.
Key insights
OSV-Scanner identifies project dependency vulnerabilities using the comprehensive, open OSV.dev database.
Principles
- Open source advisories improve quality.
- Machine-readable data enables precise vulnerability mapping.
Method
OSV-Scanner uses OSV-Scalibr to connect project dependencies with OSV.dev vulnerability data, supporting source, container, and offline scanning, with optional call analysis.
In practice
- Scan container images for OS and language vulnerabilities.
- Use call analysis to reduce false positives.
- Employ guided remediation for dependency upgrades.
Topics
- OSV-Scanner
- Vulnerability Scanning
- Dependency Management
- Software Supply Chain Security
- OSV.dev Database
Code references
- google/osv-scanner
- google/osv-scalibr
- github/advisory-database
- rustsec/advisory-db
- canonical/ubuntu-security-notices
Best for: CTO, VP of Engineering/Data, MLOps Engineer, Security Engineer, Software Engineer, DevOps Engineer
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