What's the difference between CVE Shield and a static scanner?

Answer: CVE Shield monitors your running application and reports (or blocks) real attacks against known CVEs. It doesn't scan your source code or dependencies for CVEs that exist but aren't being exploited. That's what a static SCA tool does.