{"templateId":"markdown","sharedDataIds":{"sidebar":"sidebar-sidebars.yaml"},"props":{"metadata":{"markdoc":{"tagList":[]},"type":"markdown"},"seo":{"title":"Arbitrary Code Execution","siteUrl":"https://docs.hiddenlayer.ai"},"dynamicMarkdocComponents":[],"compilationErrors":[],"ast":{"$$mdtype":"Tag","name":"article","attributes":{},"children":[{"$$mdtype":"Tag","name":"Heading","attributes":{"level":1,"id":"arbitrary-code-execution","__idx":0},"children":["Arbitrary Code Execution"]},{"$$mdtype":"Tag","name":"Heading","attributes":{"level":2,"id":"detection-summary","__idx":1},"children":["Detection Summary"]},{"$$mdtype":"Tag","name":"p","attributes":{},"children":["This detection indicates that a model file contains code that will be executed when the model is loaded into memory."]},{"$$mdtype":"Tag","name":"Heading","attributes":{"level":2,"id":"security-impact","__idx":2},"children":["Security Impact"]},{"$$mdtype":"Tag","name":"p","attributes":{},"children":["Arbitrary code execution can allow attackers to run unauthorized commands, exfiltrate sensitive data, or deploy malware within the environment where the model is loaded."]},{"$$mdtype":"Tag","name":"Heading","attributes":{"level":2,"id":"false-positive-considerations","__idx":3},"children":["False Positive Considerations"]},{"$$mdtype":"Tag","name":"p","attributes":{},"children":["Some frameworks allow limited execution hooks; validate whether the behavior is expected and documented."]},{"$$mdtype":"Tag","name":"Heading","attributes":{"level":2,"id":"recommended-remediation","__idx":4},"children":["Recommended Remediation"]},{"$$mdtype":"Tag","name":"ul","attributes":{},"children":[{"$$mdtype":"Tag","name":"li","attributes":{},"children":["Do not load or deploy the affected model. It should be isolated from production systems."]},{"$$mdtype":"Tag","name":"li","attributes":{},"children":["Engage the team responsible for the development and deployment of the model, letting them know the nature of the detection so the detected code can be safely reviewed and the implications of loading it can be fully understood."]},{"$$mdtype":"Tag","name":"li","attributes":{},"children":["Have somebody with the appropriate technical capabilities statically analyze the file to determine the intent of the detected code."]},{"$$mdtype":"Tag","name":"li","attributes":{},"children":["If necessary, have a member of the security team work with the application team to deploy the model in a sandboxed environment to observe behaviour."]},{"$$mdtype":"Tag","name":"li","attributes":{},"children":["If the code cannot be confirmed legitimate, the model should be discarded."]},{"$$mdtype":"Tag","name":"li","attributes":{},"children":["If this model has already been loaded, have the security team review the code associated with the detection in order to understand the impact and determine the best way to handle the incident based on existing procedures and policy."]},{"$$mdtype":"Tag","name":"li","attributes":{},"children":["Remove the model from the production pipeline if necessary, ensuring the business and operational impact of removal is mitigated."]}]}]},"headings":[{"value":"Arbitrary Code Execution","id":"arbitrary-code-execution","depth":1},{"value":"Detection Summary","id":"detection-summary","depth":2},{"value":"Security Impact","id":"security-impact","depth":2},{"value":"False Positive Considerations","id":"false-positive-considerations","depth":2},{"value":"Recommended Remediation","id":"recommended-remediation","depth":2}],"frontmatter":{"seo":{"title":"Arbitrary Code Execution"}},"lastModified":"2026-05-26T18:25:46.000Z","pagePropGetterError":{"message":"","name":""}},"slug":"/docs/products/supply-chain/remediation-guide/arbitrary_code_execution","userData":{"isAuthenticated":false,"teams":["anonymous"]},"isPublic":true}