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SBOM

How to Read a CycloneDX SBOM: A Line-by-Line Walkthrough

A walkthrough of a CycloneDX 1.6 JSON document — metadata, components, services, dependencies, and vulnerabilities — with a real snippet and what to check first.

Apr 13, 20267 min read
AI Security

AI Bill of Materials (ML-BOM) Standards in 2026

A senior engineer's survey of AI-BOM and ML-BOM standards in 2026, from CycloneDX ML components to SPDX 3.0 AI profile, and what to actually ship.

Mar 18, 20267 min read
Research

SBOM Quality Across Ecosystems: 2026 Report

The Safeguard Research team measured SBOM quality across ecosystems and generators. The gaps between formats, tools, and languages are larger than most teams assume.

Feb 26, 20267 min read
Best Practices

FAQ: CycloneDX vs SPDX — Which to Use?

Practical answers to the most common CycloneDX vs SPDX questions: differences, tooling, regulatory preference, VEX support, and when to emit both.

Feb 4, 20266 min read
SBOM & Compliance

Java SBOM Generation Tools Compared

Six tools generate SBOMs from Java projects. They disagree on transitive depth, license fields, and licensing of their own output. A head-to-head.

Dec 5, 20245 min read
SBOM & Compliance

SBOM Quality Benchmarking: What We Found in 2024

We scored 1,200 production SBOMs in 2024 across CycloneDX and SPDX. The quality distribution is worse than advertised and we have the numbers.

Nov 8, 20245 min read
SBOM & Compliance

Medical Device SBOM Requirements in Practice

SBOMs for medical devices look straightforward on paper and get complicated fast in the real world. A field report on what regulators actually accept and what engineering teams actually produce.

Apr 25, 20247 min read
Tool Reviews

Anchore Syft: The Go-To Open Source SBOM Generator

A thorough review of Anchore's Syft SBOM generation tool, covering supported formats, language ecosystems, container scanning, and integration patterns.

Jun 8, 20236 min read
SBOM

SBOM Format Conversion: Tools and Techniques

Your supplier sends SPDX, your platform expects CycloneDX. Here's how to convert between SBOM formats without losing critical data.

Jan 18, 20236 min read
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