vulnerability-management
Safeguard articles tagged "vulnerability-management" — guides, analysis, and best practices for software supply chain and application security.
689 articles
Vulnerability Management at Enterprise Scale: What Actually Works
Managing vulnerabilities across thousands of applications and millions of dependencies requires fundamentally different approaches than what works for a single team. Here is what scales.
The SnakeYAML Deserialization Vulnerability, Explained
SnakeYAML's default Constructor could instantiate arbitrary Java classes from YAML input — CVE-2022-1471 turned a config-parsing library into a remote code execution path.
SLO-Driven Vulnerability Management Program
Service-level objectives turn vulnerability management from heroics into a measurable program. Here is how to define SLOs that survive contact with reality.
Container Security: Why Reachability Analysis Changes Everything
Stop chasing phantom vulnerabilities. Learn how reachability analysis reduces CVE noise by 80% and focuses remediation on what actually matters.
What is FedRAMP
FedRAMP governs how federal agencies vet cloud software. Here's what it requires, what it costs, how long it takes, and what FedRAMP 20x changes.
The National Vulnerability Database: How to Actually Use It
The National Vulnerability Database is the US government's CVE repository — here's how to search it, read its CVSS scores, and use it in a real workflow.
False Positive Rates in Container Scanning: Why Your Scanner Lies to You
Container scanners produce mountains of findings. A significant percentage are false positives. Here is how to measure and manage the noise.
Application Vulnerabilities: The Common Classes Explained
Injection, broken access control, and misconfiguration account for most real-world breaches. Here's a plain map of the classes that matter and how each one is actually exploited.
AI-Managed Security Services: What You're Actually Buying
AI managed security is sold as autonomous defense, but the honest version of the pitch is faster triage and drafted fixes with a human still signing off — worth knowing before you buy the marketing version.
What is a Security Risk Assessment
A security risk assessment ranks real business risk, not raw CVE counts. Here's what it involves, how often it's required, and how it differs from scanning.
XXE (XML External Entity) attack
A precise breakdown of what an XXE attack is, how XML external entity injection works, a real-world exploit example, the billion laughs attack, and prevention techniques.
Python Security Explained
How Python's install-time code execution and open PyPI namespace fuel real supply chain attacks — and what actually reduces the risk.
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