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Moderne licensed

Find unguarded RAG content flowing into an LLM prompt (OWASP LLM01)

Recipe IDorg.openrewrite.ai.security.FindUnguardedRagInputArtifactorg.openrewrite.recipe:rewrite-java-security

Find external content (HTTP responses, file reads, RestTemplate calls) that flows into an LLM prompt. This is the indirect-injection shape of OWASP LLM01: an attacker who can plant text in a fetched document or endpoint response steers the model through content the developer implicitly trusts. Taint tracking follows the value through user-defined transformations, none of which are assumed to sanitize, so review each hit for an existing guardrail (sanitizer, structured input, or provider-side guardrail).

Single recipeOWASP-LLM01Proprietary

Usage

This recipe has no required configuration options. You’ll need the Moderne CLI configured before running the command below.

mod run . --recipe org.openrewrite.ai.security.FindUnguardedRagInput

If the recipe isn’t available locally, install it with:

mod config recipes jar install org.openrewrite.recipe:rewrite-java-security:RELEASE

Data tables

Structured output this recipe can produce.

  • Source files that had resultsSource files that were modified by the recipe run.org.openrewrite.table.SourcesFileResults
  • Source files that had search resultsSearch results that were found during the recipe run.org.openrewrite.table.SearchResults
  • Source files that errored on a recipeThe details of all errors produced by a recipe run.org.openrewrite.table.SourcesFileErrors
  • Recipe performanceStatistics used in analyzing the performance of recipes.org.openrewrite.table.RecipeRunStats