Deep technical analysis on application security, static analysis, and DevSecOps from the GraphNode research team.
Pattern matching catches the obvious bugs. But real vulnerabilities hide in the flow of data across method boundaries, class hierarchies, and module interfaces. Here's why taint propagation analysis remains the most reliable technique for finding injection vulnerabilities at scale.
Read Full ArticleStatic and dynamic analysis test different aspects of your application. Understanding when and how to use each approach -- and why SAST catches what DAST cannot -- is essential for building a complete security testing strategy.
Read ArticleThe biggest objection to shift-left security? "It slows us down." This is a solvable problem. Incremental scanning, baseline management, and smart quality gates let you enforce security standards without blocking every pull request.
Read ArticleYour project has 50 direct dependencies. But those pull in 400+ transitive packages you never explicitly chose. Log4Shell proved that a single vulnerability buried four layers deep can compromise everything. Here's how to get visibility into your full dependency tree.
Read ArticleA SAST tool that reports 500 findings per scan is useless if 400 of them are false positives. Advanced techniques like interprocedural analysis, sanitization detection, and context-aware taint tracking are what separate actionable results from noise.
Read ArticleGet the latest security research, technical deep dives, and best practices delivered to your inbox.
