sca
Safeguard articles tagged "sca" — guides, analysis, and best practices for software supply chain and application security.
345 articles
How to Choose an SCA Tool (2026): An Honest FAQ
A practical 2026 FAQ on choosing a software composition analysis tool — the criteria that matter, how the major vendors differ, and how to run a trial on your own repos.
Introduction to Vulnerability Scanning
Vulnerability scanning is how teams find known weaknesses before attackers do. This guide explains what a scanner actually does, the main types, how a scan works end to end, and how to turn a wall of findings into a short list of things worth fixing.
Jackson-databind Security Guide (2026)
Jackson-databind is the default JSON engine for the Java ecosystem — and the source of one of the longest deserialization CVE sagas in open source. Here is how to run it safely.
OWASP A06: Vulnerable and Outdated Components — A Deep-Dive Guide
Vulnerable and Outdated Components rank #6 in the OWASP Top 10 (2021). A deep dive into transitive risk, real CVEs like Log4Shell, and how to fix it in 2026.
Pillow (PIL) Security Guide (2026)
Pillow is the default image library for Python — and because it parses untrusted image bytes and once shipped an eval-based ImageMath, it has a long, real CVE history spanning arbitrary code execution and native buffer overflows.
Reachability Analysis FAQ: What It Is and Why It Cuts Noise
Reachability analysis decides whether a vulnerable function in a dependency is actually called by your code. Here are the common questions, answered plainly.
Shift-Left Security FAQ: 2026 Explained
Common questions about shift-left security answered for 2026 — what it means, why earlier is cheaper, how it works in practice, and how to avoid overwhelming developers.
pandas Security Guide (2026)
pandas is the backbone of Python data analysis — and while its own CVE record is thin, the read_pickle deserialization risk is real, the query/eval expression engine invites injection, and most 'pandas findings' actually live in its dependency tree.
Requests (Python) Security Guide (2026)
The Requests library is how most Python code talks HTTP — and a recurring class of credential-leak-on-redirect CVEs makes its version and config genuinely security-relevant.
Snyk Alternatives (2026): An Honest FAQ
A fair 2026 FAQ on Snyk alternatives — why teams look, how Black Duck, Mend, Sonatype, Socket, Trivy, and Safeguard compare, and how to migrate without regret.
Snyk vs Sonatype: A Neutral Comparison for 2026
Snyk and Sonatype both secure open-source dependencies, but one leads with developer workflow and the other with repository governance and a component firewall. An honest side-by-side, plus a third option.
Veracode Alternatives in 2026: An Honest Buyer's Guide
A balanced comparison of the top Veracode alternatives in 2026 — Checkmarx, Snyk, OpenText Fortify, Semgrep, GitHub Advanced Security, and Safeguard — with candid pros, cons, and a way to choose.