Why Traditional SCA Scanners Fail: Modeling Supply Chains as Directed Attack Graphs

#security #ai #cybersecurity #webdev

The Problem: Why flat vulnerability tables fail and cause alert fatigue in CI.
The Math Behind the Solution: How NetworkX inverted edge traversal works mathematically ($V, E$ directed graph reachability).
Performance Considerations: How OSV batch querying (api.osv.dev/v1/querybatch) prevents rate-limiting across 1,000+ nodes.