Vulnerability Data Sources
Comprehensive coverage from government agencies, security organisations, and ecosystem-specific advisories — aggregated, normalised, and enriched in real time.
OSV.dev
Largest vulnerability data sourceOpen Source Vulnerabilities aggregator including GitHub Security Advisories, PyPA, RustSec, and Global Security Database.
- GitHub Security Advisories
- PyPA vulnerabilities
- RustSec database
- Global Security Database
VulnCheck Community
USA-centricNIST NVD and CISA KEV catalog with daily CVE updates stored locally for instant enrichment.
- NIST NVD database
- CISA KEV catalog
- Daily CVE updates
- Browser-based enrichment
CVE.org
Global standard (<1% of known vulnerabilities)Official MITRE CVE Records in CVE JSON 5.0 format for authoritative vulnerability data.
- CVE JSON 5.0 format
- Official CVE records
- VEX production support
- Real-time checking
MITRE CWE
Attack vector analysisCommon Weakness Enumeration with automatic integration for weakness classification and attack vectors.
- Weakness classification
- Attack vector analysis
- Mitigation strategies
CISA
USA Critical infrastructureKnown Exploited Vulnerabilities catalog and Vulnrichment data from the US cybersecurity agency.
- Known Exploited Vulnerabilities (KEV)
- Vulnrichment data enrichment
GitHub Security Advisory
Open sourceComprehensive vulnerability information from GitHub's curated security advisory ecosystem.
- Ecosystem-specific advisories
Python Software Foundation
Python ecosystemPython ecosystem-specific vulnerability information including PyPI packages and interpreter issues.
- Python interpreter vulnerabilities
- Community security research
RustSec Advisory Database
Rust ecosystemRust ecosystem vulnerability database with crate advisories and memory safety analysis.
- Distribution-specific remediation
Go Security Advisory
Go ecosystemGo vulnerability database with module advisories and standard library security information.
- Go ecosystem security
OSS-Fuzz
Dynamic analysisGoogle's continuous fuzzing discoveries with memory safety vulnerabilities and automated bug detection.
- Memory safety vulnerabilities
- Open source security analysis
- Early vulnerability detection
OpenSSF Malicious Packages
Supply chain securityMalicious package database identifying supply chain threats and registry violations.
- Malicious package detection
- Registry violation identification
- Package integrity assessment
- Supply chain security
Linux Distribution Security
Linux kernel and distrosComprehensive coverage of Debian, Ubuntu, Alpine, and AlmaLinux security advisories.
- Distribution-specific remediation
- Container security analysis
- Cloud infrastructure security
Advanced Scoring Systems
Multi-dimensional risk assessment with predictive analytics — combining multiple authoritative scoring frameworks so you prioritise what actually matters.
FIRST.org
Exploit Prediction Scoring System (EPSS) and Common Vulnerability Scoring System (CVSS) standards.
- EPSS scoring system
- CVSS severity ratings
Coalition ESS
Coalition Exploit Scoring System providing Exploit Availability and Usage Probability analysis.
- Exploit Availability Probability (EAP)
- Exploit Usage Probability (EUP)
CWSS
Common Weakness Scoring System — a developer-friendly scoring system focused on code weaknesses rather than deployed vulnerabilities.
- Code weakness assessment
- Implementation complexity metrics
SSVC
Stakeholder-Specific Vulnerability Categorization — an infinitely customisable policy-based prioritisation system.
- Customisable decision trees
- Context-aware scoring
AI-Powered Intelligence Extraction
Advanced machine learning fills intelligence gaps and accelerates security decisions.
Affected Functions Extraction
AI automatically extracts function names from vulnerability descriptions to enable precise reachability analysis and reduce false positives in security scanning.
Example: Extracts parseXML() from description for targeted code analysis.
Version Range Intelligence
Smart parsing of vulnerable and fixed version ranges from natural language descriptions, providing accurate vulnerability windows for better risk assessment.
Example: Converts "fixed in 2.1.3" to semantic version range >=2.1.3.
Git Commit Hash Detection
Automatically identifies and extracts git commit hashes from vulnerability descriptions, linking directly to security fixes for faster remediation.
Example: Finds commit abc123f and links to actual code changes.
Remediation Advice Generation
Context-aware AI generates specific remediation guidance based on your technology stack, vulnerability type, and organisational policies.
Example: Suggests specific configuration changes for your environment.
Pix Assistant Triage
AI-powered triage assistant that analyses vulnerabilities, generates investigation notes, and provides prioritisation recommendations based on your environment.
Example: Automatically analyses exploitability and business impact.
Vulnetix LEV
Likely Exploited Vulnerabilities (LEV) uses advanced machine learning to predict exploitation likelihood beyond traditional scoring systems.
Example: Predicts exploitation probability based on attack vectors, vulnerability age, and threat actor intelligence.
Advanced Processing Capabilities
Sophisticated data processing and enrichment pipelines turn unstructured advisories into structured, actionable intelligence.
Syntax Pattern Extraction
Advanced NLP extracts structured data from unstructured vulnerability descriptions.
- Function signatures
- Version constraints
- Configuration parameters
- File paths and locations
Multi-Scoring Integration
Unified scoring framework with automatic CVSS/CWSS/EPSS/ESS integration.
- Custom score overrides
- Temporal scoring
- Environmental adjustments
- Confidence indicators
Vulnerability Timeline
Automated lifecycle tracking from discovery to remediation.
- Discovery timestamps
- Disclosure timeline
- Fix availability
- Patch deployment status
Smart URL Categorization
Automatic classification and validation of advisory and reference URLs.
- Vendor advisories
- Proof of concept code
- Technical details
- Mitigation resources
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