New research breaks down where the OWASP LLM Top Ten Risks actually shows up in real architectures

As we’re seeing, security leaders are rapidly embedding LLMs into core product paths that read customer data, execute tools, write code, trigger workflows, and work inside real environments. But it’s becoming clear that the industry is still relying on outdated security measures to protect against a whole new set of risks. 

DryRun Security analyzed where each OWASP LLM Top Ten risk shows up in real applications, not just conceptually. The findings revealed a critical blind spot: traditional AppSec scanners fail to detect more than 80% of LLM-specific vulnerabilities. 

DryRun has released additional insights from this analysis, along with a strategic framework that maps the OWASP LLM Top Ten into real-world engineering guidance, showing: 

  • Where each risk shows up in modern LLM apps
  • Who owns each control (AppSec, platform, ML, SRE, FinOps)
  • What “good” looks like in design and SDLC
  • How AI-native, context-aware code analysis finds issues before runtime

You can find the details on this here.

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