Vulnerability Management
Static Analysis False-Positive Reduction
A technique-by-technique tour of how modern static analyzers cut false positives, from CodeQL's path pruning to Infer's bi-abduction.
Aug 22, 20248 min read
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Supply Chain Security, in plain English.
Deep dives, practical guides, and incident analyses from engineers who build Safeguard. No fluff, no vendor FUD — just what you need to ship secure software.
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NuGet Package Vulnerabilities Dashboard
Listing every CVE in your NuGet dependency tree is easy. Turning it into a dashboard someone can act on is the work. A practical design.
Aug 15, 20245 min read
Vulnerability Management
Fuzzing Open Source for Supply Chain Findings
How modern coverage-guided fuzzing finds real vulnerabilities in open-source dependencies, and how to fold it into a supply-chain security program.
Jul 15, 20247 min read
Vulnerability Management
Mean Time to Remediation Benchmarks: How Fast Should You Be Patching?
MTTR is the most important vulnerability management metric. But what is a good MTTR? Industry benchmarks, realistic targets, and strategies for improvement.
Jul 12, 20245 min read
Vulnerability Management
bundler-audit Production Setup
A practical guide to running bundler-audit in production CI pipelines, including advisory database updates, exception handling, and integration with remediation workflows.
Jul 2, 20247 min read
Vulnerability Management
Symbolic Execution for Dependency Analysis
Symbolic execution explores program paths without concrete inputs. For supply-chain work, it answers reachability questions that fuzzing cannot.
May 28, 20247 min read
Vulnerability Management
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.
May 12, 20245 min read
Vulnerability Management
Coordinated Vulnerability Disclosure: A Complete Guide
Coordinated disclosure protects users while giving vendors time to fix. Here is how to run a disclosure process that works for all parties, whether you are the reporter or the vendor.
Apr 28, 20247 min read
Vulnerability Management
Taint Analysis for Zero-Day Discovery: A Primer
A practitioner's walk-through of taint analysis as a zero-day discovery technique, from classic Livshits and Lam foundations to modern flow-sensitive engines.
Apr 22, 20247 min read
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