# sanitization
3 articlestagged with “sanitization”
Defending Multimodal AI Systems
Comprehensive defense strategies for multimodal AI systems including input sanitization, cross-modal safety classifiers, instruction hierarchy, and monitoring for adversarial multimodal inputs.
multimodaldefensesafetymonitoringsanitization
Validating and Sanitizing Model Outputs
Walkthrough for building output validation systems that verify LLM responses meet structural, factual, and safety requirements before delivery, covering schema validation, factual grounding checks, response consistency verification, and safe rendering.
output-validationsanitizationresponse-safetyschema-validationdefensewalkthrough
RAG Input Sanitization Walkthrough
Implement input sanitization for RAG systems to prevent document-based injection attacks.
walkthroughsdefenseragsanitization