Neo4j Knowledge Graph Queries
Use these queries in Neo4j Browser (http://localhost:7474) to explore your CVE knowledge graph.
Basic Exploration Queries
1. View All Node Types
CALL db.labels() YIELD label
RETURN label
2. Count Nodes by Type
MATCH (n)
RETURN labels(n) as NodeType, count(n) as Count
ORDER BY Count DESC
3. View All Relationship Types
CALL db.relationshipTypes() YIELD relationshipType
RETURN relationshipType
4. Count Relationships by Type
MATCH ()-[r]->()
RETURN type(r) as RelationshipType, count(r) as Count
ORDER BY Count DESC
CVE Analysis Queries
5. View Recent CVEs with Affected Products
MATCH (cve:CVE)-[:AFFECTS]->(product:Product)
RETURN cve.cve_id as CVE, product.name as Product, product.vendor as Vendor
ORDER BY cve.cve_id DESC
LIMIT 20
6. Find CVEs Affecting Specific Vendors
MATCH (cve:CVE)-[:AFFECTS]->(product:Product)-[:HAS_VENDOR]->(vendor:Vendor)
WHERE vendor.name =~ '(?i).*microsoft.*'
RETURN cve.cve_id as CVE, product.name as Product, vendor.name as Vendor
ORDER BY cve.cve_id DESC
LIMIT 10
7. Count CVEs per Vendor
MATCH (cve:CVE)-[:AFFECTS]->(product:Product)-[:HAS_VENDOR]->(vendor:Vendor)
RETURN vendor.name as Vendor, count(DISTINCT cve) as CVECount
ORDER BY CVECount DESC
LIMIT 20
8. Count CVEs per Product
MATCH (cve:CVE)-[:AFFECTS]->(product:Product)
RETURN product.name as Product, product.vendor as Vendor, count(cve) as CVECount
ORDER BY CVECount DESC
LIMIT 20
Product and Vendor Analysis
9. View All Vendors
MATCH (vendor:Vendor)
RETURN vendor.name as Vendor
ORDER BY vendor.name
10. View All Products with Their Vendors
MATCH (product:Product)-[:HAS_VENDOR]->(vendor:Vendor)
RETURN product.name as Product, vendor.name as Vendor
ORDER BY vendor.name, product.name
LIMIT 50
11. Find Products by Vendor
MATCH (product:Product)-[:HAS_VENDOR]->(vendor:Vendor)
WHERE vendor.name =~ '(?i).*google.*'
RETURN product.name as Product, vendor.name as Vendor
ORDER BY product.name
Version Analysis
12. View Products with Version Information
MATCH (product:Product)-[:HAS_VERSION]->(version:Version)
RETURN product.name as Product, product.vendor as Vendor,
version.version as Version, version.version_type as Type
ORDER BY product.name, version.version
LIMIT 30
13. Find Products with Multiple Versions
MATCH (product:Product)-[:HAS_VERSION]->(version:Version)
WITH product, count(version) as versionCount
WHERE versionCount > 1
RETURN product.name as Product, product.vendor as Vendor, versionCount
ORDER BY versionCount DESC
LIMIT 20
Graph Visualization Queries
14. Visualize CVE and Its Affected Products
MATCH (cve:CVE {cve_id: 'CVE-2024-0193'})-[:AFFECTS]->(product:Product)-[:HAS_VENDOR]->(vendor:Vendor)
OPTIONAL MATCH (product)-[:HAS_VERSION]->(version:Version)
RETURN cve, product, vendor, version
15. Visualize Vendor's Product Ecosystem
MATCH (vendor:Vendor {name: 'redhat'})-[:HAS_PRODUCT]-(product:Product)
OPTIONAL MATCH (product)-[:HAS_VERSION]->(version:Version)
OPTIONAL MATCH (cve:CVE)-[:AFFECTS]->(product)
RETURN vendor, product, version, cve
16. Visualize CVE Impact Network
MATCH (cve:CVE)-[:AFFECTS]->(product:Product)-[:HAS_VENDOR]->(vendor:Vendor)
WHERE cve.cve_id =~ 'CVE-2024-.*'
RETURN cve, product, vendor
LIMIT 10
Advanced Analytics
17. Find Most Vulnerable Vendors
MATCH (cve:CVE)-[:AFFECTS]->(product:Product)-[:HAS_VENDOR]->(vendor:Vendor)
WITH vendor, count(DISTINCT cve) as cveCount, count(DISTINCT product) as productCount
RETURN vendor.name as Vendor, cveCount as CVEs, productCount as Products,
toFloat(cveCount) / productCount as CVEsPerProduct
ORDER BY cveCount DESC
LIMIT 20
18. Find Products with Most CVEs
MATCH (cve:CVE)-[:AFFECTS]->(product:Product)-[:HAS_VENDOR]->(vendor:Vendor)
WITH product, vendor, count(cve) as cveCount
RETURN product.name as Product, vendor.name as Vendor, cveCount as CVEs
ORDER BY cveCount DESC
LIMIT 20
19. CVE Distribution by Year
MATCH (cve:CVE)
WITH cve, split(cve.cve_id, '-')[1] as year
RETURN year as Year, count(cve) as CVECount
ORDER BY year DESC
Data Quality Queries
20. Find Products Without Vendors
MATCH (product:Product)
WHERE NOT (product)-[:HAS_VENDOR]->()
RETURN product.name as Product, product.vendor as Vendor
21. Find CVEs Without Products
MATCH (cve:CVE)
WHERE NOT (cve)-[:AFFECTS]->()
RETURN cve.cve_id as CVE
22. Find Duplicate Products
MATCH (product:Product)
WITH product.name as name, product.vendor as vendor, collect(product) as products
WHERE size(products) > 1
RETURN name as Product, vendor as Vendor, size(products) as DuplicateCount
ORDER BY DuplicateCount DESC
Tips for Neo4j Browser
- Use the Graph View: Click the "Graph" tab to see visual representations
- Use the Table View: Click the "Table" tab for tabular data
- Export Results: Use the download button to export results as CSV
- Save Queries: Use the star button to save frequently used queries
- Use Parameters: Replace hardcoded values with parameters like
{vendorName: 'microsoft'}
Performance Tips
- Add
LIMITclauses to large queries - Use
DISTINCTwhen you want unique results - Use
OPTIONAL MATCHwhen relationships might not exist - Use regex patterns
(?i)for case-insensitive matching