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vulnerability-prioritization

Safeguard articles tagged "vulnerability-prioritization" — guides, analysis, and best practices for software supply chain and application security.

27 articles

Best Practices

A Step-by-Step Methodology for Mapping and Prioritizing Attack Surface

CVE-2023-34362 sat in one internet-facing file-transfer server and still produced thousands of downstream breaches — attack surface mapping is what catches that server before Cl0p does.

Jul 8, 20267 min read
Vulnerability Management

Continuous vulnerability management: the discovery-to-verification lifecycle

CISA's new BOD 26-04 gives federal agencies as little as 3 days to remediate the highest-risk flaws — a preview of the SLA pressure every engineering org now faces.

Jul 8, 20267 min read
Vulnerability Management

CVSS 4.0 vs. 3.1: what actually changed, and why your priority list should too

CVSS 4.0 killed the Scope metric, added Attack Requirements, and split scoring into CVSS-B/BT/BE/BTE labels — here's what that means for triage.

Jul 8, 20266 min read
Concepts

What Is Reachability Analysis in Security?

Reachability analysis determines whether a vulnerable piece of code can actually be executed from your application — cutting through the noise of vulnerabilities that exist but can never be triggered. Here's how it slashes false positives.

Jul 7, 20267 min read
Industry Analysis

The hidden cost of surface-level code security

Legacy SAST/SCA scanning piles up findings without context, quietly building code security debt whose hidden cost shows up in engineering hours, audits, and breaches.

Jun 16, 20267 min read
Vulnerability Management

Reachability-based vulnerability prioritization (Polaris ...

Reachability analysis cuts CVE noise by confirming which vulnerabilities are exploitable. Here's how Black Duck's Polaris reachability compares to Safeguard's pipeline-native approach.

Jun 15, 20268 min read
AI Security

Vulnerability Prioritization in the AI Era

CVSS scores can't keep pace with AI-generated code and 40,000+ annual CVEs. Here's why Sonatype's component-level model falls short and what real prioritization requires.

Jun 6, 20268 min read
Open Source Security

Contextual project classification for SCA accuracy

Flat SCA scanning treats every dependency the same, burying real risk under test-path noise. Here's how contextual project classification fixes accuracy — and where Mend.io falls short.

May 23, 20267 min read
Industry Analysis

Reachability Analysis Explained: Function-Level vs Packag...

Package-level reachability flags 60% of CVEs as "reachable." Function-level analysis, tracing real call paths, cuts that to under 10%. Here's the difference.

May 18, 20267 min read
Product

Reachability analysis for vulnerability prioritization

Most CVEs your scanner flags are never executed. See how reachability analysis filters noise, how Socket.dev approaches it, and how Safeguard finds real risk.

May 8, 20267 min read
Vulnerability Analysis

Reachability analysis for prioritizing vulnerabilities

Reachability analysis cuts vulnerability noise by 70-90% by tracing which CVEs are actually callable from your code, not just present in your dependency tree.

Apr 29, 20268 min read
Vulnerability Management

Vulnerability prioritization: moving beyond CVSS scores

CVSS scores flood teams with thousands of "Critical" findings, but fewer than 5% of CVEs are ever exploited. Here's how reachability and exploit data fix triage.

Apr 25, 20267 min read
vulnerability-prioritization — Safeguard Blog